Back to Multiple platform build/check report for BioC 3.22:   simplified   long
A[B]CDEFGHIJKLMNOPQRSTUVWXYZ

This page was generated on 2025-12-15 12:07 -0500 (Mon, 15 Dec 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4882
merida1macOS 12.7.6 Montereyx86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4673
kjohnson1macOS 13.7.5 Venturaarm644.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble" 4607
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4671
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 140/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
BASiCS 2.22.0  (landing page)
Catalina Vallejos
Snapshot Date: 2025-12-11 13:45 -0500 (Thu, 11 Dec 2025)
git_url: https://git.bioconductor.org/packages/BASiCS
git_branch: RELEASE_3_22
git_last_commit: d0fd928
git_last_commit_date: 2025-10-29 10:41:02 -0500 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    WARNINGS  UNNEEDED, same version is already published
merida1macOS 12.7.6 Monterey / x86_64  OK    OK    WARNINGS    OK  UNNEEDED, same version is already published
kjohnson1macOS 13.7.5 Ventura / arm64  OK    OK    WARNINGS    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    WARNINGS  


CHECK results for BASiCS on kjohnson1

To the developers/maintainers of the BASiCS package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/BASiCS.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results


Summary

Package: BASiCS
Version: 2.22.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:BASiCS.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings BASiCS_2.22.0.tar.gz
StartedAt: 2025-12-12 15:56:03 -0500 (Fri, 12 Dec 2025)
EndedAt: 2025-12-12 16:14:43 -0500 (Fri, 12 Dec 2025)
EllapsedTime: 1120.2 seconds
RetCode: 0
Status:   WARNINGS  
CheckDir: BASiCS.Rcheck
Warnings: 1

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:BASiCS.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings BASiCS_2.22.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck’
* using R version 4.5.2 Patched (2025-11-04 r88984)
* using platform: aarch64-apple-darwin20
* R was compiled by
    Apple clang version 16.0.0 (clang-1600.0.26.6)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Ventura 13.7.8
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘BASiCS/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘BASiCS’ version ‘2.22.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘BASiCS’ can be installed ... WARNING
Found the following significant warnings:
  ./utils.h:357:15: warning: 'is_finite<double>' is deprecated: change arma::is_finite(val) to std::isfinite(val) [-Wdeprecated-declarations]
  ./utils.h:357:45: warning: 'is_finite<double>' is deprecated: change arma::is_finite(val) to std::isfinite(val) [-Wdeprecated-declarations]
  ./utils.h:357:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./utils.h:358:10: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updates.h:163:6: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updates.h:258:11: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updates.h:266:13: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updatesNoSpikes.h:76:11: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updatesNoSpikes.h:102:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updatesRegNoSpikes.h:107:10: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updatesRegNoSpikes.h:139:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./MCMCReg.h:383:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./MCMCRegNoSpikes.h:382:8: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
See ‘/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/00install.out’ for details.
* used C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.0.40.1)’
* used SDK: ‘MacOSX11.3.1.sdk’
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking whether startup messages can be suppressed ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                          user system elapsed
BASiCS_TestDE           10.489  0.152  19.909
BASiCS_MCMC              8.517  0.115  13.039
BASiCS_PlotDE            5.360  0.059   7.437
newBASiCS_Chain          4.019  0.066   7.054
BASiCS_DivideAndConquer  3.928  0.071  52.984
BASiCS_Chain             3.631  0.063   5.913
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 WARNING, 1 NOTE
See
  ‘/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/00check.log’
for details.


Installation output

BASiCS.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL BASiCS
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library’
* installing *source* package ‘BASiCS’ ...
** this is package ‘BASiCS’ version ‘2.22.0’
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.0.40.1)’
using SDK: ‘MacOSX11.3.1.sdk’
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppArmadillo/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c BASiCS.cpp -o BASiCS.o
In file included from BASiCS.cpp:1:
In file included from ./updates.h:4:
./utils.h:357:15: warning: 'is_finite<double>' is deprecated: change arma::is_finite(val) to std::isfinite(val) [-Wdeprecated-declarations]
    if( arma::is_finite(log_aux(i)) & arma::is_finite(y(i)) ) {
              ^
/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppArmadillo/include/current/armadillo_bits/fn_misc.hpp:164:3: note: 'is_finite<double>' has been explicitly marked deprecated here
[[deprecated("change arma::is_finite(val) to std::isfinite(val)")]]
  ^
In file included from BASiCS.cpp:1:
In file included from ./updates.h:4:
./utils.h:357:45: warning: 'is_finite<double>' is deprecated: change arma::is_finite(val) to std::isfinite(val) [-Wdeprecated-declarations]
    if( arma::is_finite(log_aux(i)) & arma::is_finite(y(i)) ) {
                                            ^
/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppArmadillo/include/current/armadillo_bits/fn_misc.hpp:164:3: note: 'is_finite<double>' has been explicitly marked deprecated here
[[deprecated("change arma::is_finite(val) to std::isfinite(val)")]]
  ^
In file included from BASiCS.cpp:1:
In file included from ./updates.h:4:
./utils.h:357:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
    if( arma::is_finite(log_aux(i)) & arma::is_finite(y(i)) ) {
        ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                    &&
./utils.h:357:9: note: cast one or both operands to int to silence this warning
./utils.h:358:10: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
      if((log(u(i)) < log_aux(i)) & (y(i) > threshold)) { ind(i) = 1; }
         ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                  &&
./utils.h:358:10: note: cast one or both operands to int to silence this warning
In file included from BASiCS.cpp:1:
./updates.h:163:6: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  if(all(prop_var * phi1 < 2.5327372760800758e+305)  & 
     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
./updates.h:163:6: note: cast one or both operands to int to silence this warning
./updates.h:163:6: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  if(all(prop_var * phi1 < 2.5327372760800758e+305)  & 
     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
./updates.h:163:6: note: cast one or both operands to int to silence this warning
./updates.h:163:6: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  if(all(prop_var * phi1 < 2.5327372760800758e+305)  & 
     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                                     &&
./updates.h:163:6: note: cast one or both operands to int to silence this warning
./updates.h:258:11: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
      if (!R_IsNA(chi(j)) & (chi(j) > 0)) {
          ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                          &&
./updates.h:258:11: note: cast one or both operands to int to silence this warning
./updates.h:266:13: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
        if (!(chi(j) < 0) & (lambda(j) > 0)) {
            ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                          &&
./updates.h:266:13: note: cast one or both operands to int to silence this warning
In file included from BASiCS.cpp:3:
./updatesNoSpikes.h:76:11: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
      if ((log(u(iAux)) < log_aux(iAux)) & (mu1(iAux) > mintol)) {
          ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                         &&
./updatesNoSpikes.h:76:11: note: cast one or both operands to int to silence this warning
./updatesNoSpikes.h:102:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
    if ((log(u(iAux)) < log_aux(iAux)) & (mu1(iAux) > mintol)) {
        ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                       &&
./updatesNoSpikes.h:102:9: note: cast one or both operands to int to silence this warning
In file included from BASiCS.cpp:4:
./updatesRegNoSpikes.h:107:10: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
      if((log(u(iAux)) < log_aux(iAux)) & (mu1(iAux) > mintol)) {
         ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                        &&
./updatesRegNoSpikes.h:107:10: note: cast one or both operands to int to silence this warning
./updatesRegNoSpikes.h:139:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
    if ((log(u(iAux)) < log_aux(iAux)) & (mu1(iAux) > mintol)) {
        ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                       &&
./updatesRegNoSpikes.h:139:9: note: cast one or both operands to int to silence this warning
In file included from BASiCS.cpp:6:
./MCMCReg.h:383:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
    if ((det(V1) != 0) & all(arma::eig_sym(sigma2Aux * VAux) > 0)) {
        ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                       &&
./MCMCReg.h:383:9: note: cast one or both operands to int to silence this warning
In file included from BASiCS.cpp:8:
./MCMCRegNoSpikes.h:382:8: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
    if((det(V1)!=0) & all(arma::eig_sym(sigma2Aux * VAux) > 0)) {
       ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                    &&
./MCMCRegNoSpikes.h:382:8: note: cast one or both operands to int to silence this warning
15 warnings generated.
clang++ -arch arm64 -std=gnu++17 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/RcppArmadillo/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2   -c RcppExports.cpp -o RcppExports.o
clang++ -arch arm64 -std=gnu++17 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o BASiCS.so BASiCS.o RcppExports.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/14.2.0 -L/opt/gfortran/lib -lemutls_w -lheapt_w -lgfortran -lquadmath -F/Library/Frameworks/R.framework/.. -framework R
installing to /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library/00LOCK-BASiCS/00new/BASiCS/libs
** R
** data
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (BASiCS)

Tests output

BASiCS.Rcheck/tests/testthat.Rout


R version 4.5.2 Patched (2025-11-04 r88984) -- "[Not] Part in a Rumble"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(testthat)
> library(BASiCS)
Loading required package: SingleCellExperiment
Loading required package: SummarizedExperiment
Loading required package: MatrixGenerics
Loading required package: matrixStats

Attaching package: 'MatrixGenerics'

The following objects are masked from 'package:matrixStats':

    colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
    colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
    colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
    colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
    colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
    colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
    colWeightedMeans, colWeightedMedians, colWeightedSds,
    colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
    rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
    rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
    rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
    rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
    rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
    rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
    rowWeightedSds, rowWeightedVars

Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: BiocGenerics
Loading required package: generics

Attaching package: 'generics'

The following objects are masked from 'package:base':

    as.difftime, as.factor, as.ordered, intersect, is.element, setdiff,
    setequal, union


Attaching package: 'BiocGenerics'

The following objects are masked from 'package:stats':

    IQR, mad, sd, var, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
    as.data.frame, basename, cbind, colnames, dirname, do.call,
    duplicated, eval, evalq, get, grep, grepl, is.unsorted, lapply,
    mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int,
    rank, rbind, rownames, sapply, saveRDS, table, tapply, unique,
    unsplit, which.max, which.min

Loading required package: S4Vectors

Attaching package: 'S4Vectors'

The following object is masked from 'package:utils':

    findMatches

The following objects are masked from 'package:base':

    I, expand.grid, unname

Loading required package: IRanges
Loading required package: Seqinfo
Loading required package: Biobase
Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.


Attaching package: 'Biobase'

The following object is masked from 'package:MatrixGenerics':

    rowMedians

The following objects are masked from 'package:matrixStats':

    anyMissing, rowMedians

    Welcome to 'BASiCS'. If you used 'BASiCS' before its release in
    Bioconductor, please visit:
    https://github.com/catavallejos/BASiCS/wiki.
> 
> test_check("BASiCS")
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

For Differential mean task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio Group1 vs Group2).
-------------------------------------------------------------

For Differential mean task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
For Differential residual dispersion task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdR'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
For Differential residual dispersion task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdR'.
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.011
system: 0
elapsed: 0.018

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.011
system: 0.001
elapsed: 0.019

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.012

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.011
system: 0.001
elapsed: 0.011

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.015

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.012

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.017

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.012
system: 0.001
elapsed: 0.031

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.018

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.017

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.015
system: 0
elapsed: 0.029

-------------------------------------------------------------
Output 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.061
system: 0.001
elapsed: 0.109

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.062
system: 0
elapsed: 0.08

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
Combining batch posteriors for mu
Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Cannot find a balanced split with 9 quantiles, trying again with 8
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.069
system: 0.002
elapsed: 0.138

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.059
system: 0
elapsed: 0.076

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Generating partitions...
Starting MCMC...
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-----------------------------------------------------
MCMC sampler has been started: 200 iterations to go.
-----------------------------------------------------
RefGene: 13
RefGene: 39
RefGene: 39
RefGene: 11
RefGene: 31
RefGene: 15
RefGene: 0
RefGene: 17
RefGene: 44
RefGene: 39
RefGene: 13
RefGene: 43
RefGene: 31
RefGene: 0
RefGene: 31
RefGene: 43
RefGene: 13
RefGene: 39
RefGene: 16
RefGene: 13
RefGene: 16
RefGene: 39
RefGene: 0
RefGene: 13
RefGene: 15
RefGene: 31
RefGene: 43
RefGene: 31
RefGene: 16
RefGene: 16
RefGene: 13
RefGene: 11
RefGene: 15
RefGene: 15
RefGene: 31
RefGene: 16
RefGene: 43
RefGene: 39
RefGene: 11
RefGene: 31
RefGene: 0
RefGene: 13
RefGene: 39
RefGene: 17
RefGene: 0
RefGene: 15
RefGene: 15
RefGene: 17
RefGene: 13
RefGene: 43
RefGene: 15
RefGene: 0
RefGene: 39
RefGene: 13
RefGene: 0
RefGene: 31
RefGene: 39
RefGene: 44
RefGene: 11
RefGene: 44
RefGene: 43
RefGene: 31
RefGene: 39
RefGene: 44
RefGene: 11
RefGene: 13
RefGene: 11
RefGene: 0
RefGene: 44
RefGene: 17
RefGene: 17
RefGene: 15
RefGene: 44
RefGene: 16
RefGene: 17
RefGene: 39
RefGene: 15
RefGene: 44
RefGene: 44
RefGene: 31
RefGene: 13
RefGene: 39
RefGene: 0
RefGene: 13
RefGene: 31
RefGene: 39
RefGene: 0
RefGene: 15
RefGene: 44
RefGene: 0
RefGene: 39
RefGene: 11
RefGene: 13
RefGene: 13
RefGene: 11
RefGene: 0
RefGene: 15
RefGene: 43
RefGene: 13
RefGene: 0
-----------------------------------------------------
End of Burn-in period.
-----------------------------------------------------
RefGene: 39
RefGene: 31
RefGene: 43
RefGene: 15
RefGene: 15
RefGene: 43
RefGene: 31
RefGene: 43
RefGene: 44
RefGene: 44
RefGene: 17
RefGene: 13
RefGene: 13
RefGene: 15
RefGene: 44
RefGene: 16
RefGene: 15
RefGene: 17
RefGene: 11
RefGene: 11
RefGene: 39
RefGene: 16
RefGene: 15
RefGene: 13
RefGene: 11
RefGene: 17
RefGene: 16
RefGene: 17
RefGene: 11
RefGene: 15
RefGene: 16
RefGene: 16
RefGene: 16
RefGene: 43
RefGene: 44
RefGene: 11
RefGene: 11
RefGene: 16
RefGene: 17
RefGene: 11
RefGene: 16
RefGene: 0
RefGene: 16
RefGene: 16
RefGene: 13
RefGene: 31
RefGene: 15
RefGene: 44
RefGene: 39
RefGene: 16
RefGene: 43
RefGene: 39
RefGene: 43
RefGene: 43
RefGene: 16
RefGene: 44
RefGene: 0
RefGene: 39
RefGene: 17
RefGene: 16
RefGene: 31
RefGene: 31
RefGene: 17
RefGene: 11
RefGene: 16
RefGene: 16
RefGene: 43
RefGene: 39
RefGene: 17
RefGene: 11
RefGene: 17
RefGene: 0
RefGene: 15
RefGene: 17
RefGene: 43
RefGene: 17
RefGene: 44
RefGene: 39
RefGene: 43
RefGene: 11
RefGene: 31
RefGene: 15
RefGene: 31
RefGene: 0
RefGene: 13
RefGene: 16
RefGene: 31
RefGene: 39
RefGene: 31
RefGene: 0
RefGene: 13
RefGene: 16
RefGene: 11
RefGene: 0
RefGene: 0
RefGene: 13
RefGene: 43
RefGene: 44
RefGene: 43
RefGene: 43
 
-----------------------------------------------------
-----------------------------------------------------
All 200 MCMC iterations have been completed.
-----------------------------------------------------
-----------------------------------------------------
 
-----------------------------------------------------
Please see below a summary of the overall acceptance rates.
-----------------------------------------------------
 
Minimum acceptance rate among mu[i]'s: 0.14
Average acceptance rate among mu[i]'s: 0.4968
Maximum acceptance rate among mu[i]'s: 0.74
 
 
Minimum acceptance rate among delta[i]'s: 0.52
Average acceptance rate among delta[i]'s: 0.6736
Maximum acceptance rate among delta[i]'s: 0.81
 
 
Minimum acceptance rate among nu[jk]'s: 0.79
Average acceptance rate among nu[jk]'s: 0.9523
Maximum acceptance rate among nu[jk]'s: 1
 
 
Minimum acceptance rate among theta[k]'s: 1
Average acceptance rate among theta[k]'s: 1
Maximum acceptance rate among theta[k]'s: 1
 
-----------------------------------------------------
 
-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.188
system: 0.001
elapsed: 0.314

-------------------------------------------------------------
Output 
-------------------------------------------------------------


-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-----------------------------------------------------
MCMC sampler has been started: 200 iterations to go.
-----------------------------------------------------
RefGene: 9
RefGene: 11
RefGene: 22
RefGene: 22
RefGene: 36
RefGene: 9
RefGene: 14
RefGene: 11
RefGene: 10
RefGene: 19
RefGene: 47
RefGene: 36
RefGene: 22
RefGene: 22
RefGene: 11
RefGene: 36
RefGene: 49
RefGene: 11
RefGene: 22
RefGene: 11
RefGene: 49
RefGene: 36
RefGene: 10
RefGene: 22
RefGene: 9
RefGene: 14
RefGene: 47
RefGene: 9
RefGene: 49
RefGene: 22
RefGene: 11
RefGene: 10
RefGene: 9
RefGene: 14
RefGene: 49
RefGene: 14
RefGene: 47
RefGene: 9
RefGene: 19
RefGene: 11
RefGene: 49
RefGene: 23
RefGene: 14
RefGene: 23
RefGene: 11
RefGene: 10
RefGene: 9
RefGene: 36
RefGene: 47
RefGene: 22
RefGene: 10
RefGene: 22
RefGene: 47
RefGene: 14
RefGene: 23
RefGene: 10
RefGene: 19
RefGene: 10
RefGene: 49
RefGene: 47
RefGene: 49
RefGene: 49
RefGene: 49
RefGene: 10
RefGene: 49
RefGene: 11
RefGene: 19
RefGene: 10
RefGene: 49
RefGene: 19
RefGene: 49
RefGene: 19
RefGene: 11
RefGene: 49
RefGene: 10
RefGene: 14
RefGene: 23
RefGene: 11
RefGene: 47
RefGene: 19
RefGene: 11
RefGene: 36
RefGene: 19
RefGene: 14
RefGene: 23
RefGene: 14
RefGene: 11
RefGene: 10
RefGene: 11
RefGene: 36
RefGene: 10
RefGene: 36
RefGene: 11
RefGene: 19
RefGene: 36
RefGene: 11
RefGene: 22
RefGene: 10
RefGene: 14
RefGene: 14
-----------------------------------------------------
End of Burn-in period.
-----------------------------------------------------
RefGene: 23
RefGene: 49
RefGene: 19
RefGene: 22
RefGene: 14
RefGene: 14
RefGene: 19
RefGene: 47
RefGene: 10
RefGene: 49
RefGene: 23
RefGene: 49
RefGene: 9
RefGene: 49
RefGene: 14
RefGene: 49
RefGene: 36
RefGene: 22
RefGene: 10
RefGene: 22
RefGene: 11
RefGene: 19
RefGene: 10
RefGene: 9
RefGene: 19
RefGene: 14
RefGene: 11
RefGene: 36
RefGene: 47
RefGene: 47
RefGene: 23
RefGene: 49
RefGene: 14
RefGene: 11
RefGene: 9
RefGene: 23
RefGene: 11
RefGene: 9
RefGene: 49
RefGene: 36
RefGene: 49
RefGene: 19
RefGene: 47
RefGene: 14
RefGene: 19
RefGene: 11
RefGene: 19
RefGene: 47
RefGene: 14
RefGene: 19
RefGene: 23
RefGene: 36
RefGene: 11
RefGene: 14
RefGene: 9
RefGene: 49
RefGene: 14
RefGene: 22
RefGene: 11
RefGene: 11
RefGene: 47
RefGene: 19
RefGene: 10
RefGene: 23
RefGene: 14
RefGene: 22
RefGene: 22
RefGene: 23
RefGene: 47
RefGene: 14
RefGene: 36
RefGene: 19
RefGene: 10
RefGene: 9
RefGene: 19
RefGene: 23
RefGene: 10
RefGene: 19
RefGene: 19
RefGene: 19
RefGene: 14
RefGene: 9
RefGene: 47
RefGene: 23
RefGene: 11
RefGene: 11
RefGene: 49
RefGene: 36
RefGene: 19
RefGene: 22
RefGene: 14
RefGene: 19
RefGene: 22
RefGene: 22
RefGene: 9
RefGene: 19
RefGene: 11
RefGene: 49
RefGene: 47
RefGene: 9
 
-----------------------------------------------------
-----------------------------------------------------
All 200 MCMC iterations have been completed.
-----------------------------------------------------
-----------------------------------------------------
 
-----------------------------------------------------
Please see below a summary of the overall acceptance rates.
-----------------------------------------------------
 
Minimum acceptance rate among mu[i]'s: 0.14
Average acceptance rate among mu[i]'s: 0.5324
Maximum acceptance rate among mu[i]'s: 0.79
 
 
Minimum acceptance rate among delta[i]'s: 0.53
Average acceptance rate among delta[i]'s: 0.6726
Maximum acceptance rate among delta[i]'s: 0.8
 
 
Minimum acceptance rate among nu[jk]'s: 0.82
Average acceptance rate among nu[jk]'s: 0.9613
Maximum acceptance rate among nu[jk]'s: 1
 
 
Minimum acceptance rate among theta[k]'s: 0
Average acceptance rate among theta[k]'s: 0.5
Maximum acceptance rate among theta[k]'s: 1
 
-----------------------------------------------------
 
-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.186
system: 0.001
elapsed: 0.262

-------------------------------------------------------------
Output 
-------------------------------------------------------------


Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s

Combining batch posteriors for nu
Combining batch posteriors for theta

sumAux (line 117): 146.424
sumAux (line 117): 136.459
For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
Evaluating variance contribution threshold = 25 % ... 

Evaluating variance contribution threshold = 50 % ... 

Evaluating variance contribution threshold = 75 % ... 

Evaluating variance contribution threshold = 25 % ... 

Evaluating variance contribution threshold = 50 % ... 

Evaluating variance contribution threshold = 75 % ... 

For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.012

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.025

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0.001
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.017

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0.001
elapsed: 0.011

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.019

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.023

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.011

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : horizontal integration (no-spikes case)
-------------------------------------------------------------

Randomly, 1 out of 10
genes was left as reference at each iteration 
List of reference genes and frequencies stored as a .txt file in
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : horizontal integration (no-spikes case)
-------------------------------------------------------------

Randomly, 1 out of 10
genes was left as reference at each iteration 
List of reference genes and frequencies stored as a .txt file in
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.017

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

`BASiCS_Chain` class definition was outdated. 
Object updated to be compatible with BASiCS version 2.22.0.
Set 'StoreUpdatedChain' = TRUE to save updated object.

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.015

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

`BASiCS_Chain` class definition was outdated. 
Object updated to be compatible with BASiCS version 2.22.0.
Set 'StoreUpdatedChain' = TRUE to save updated object.
(this overwrites original input file).

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 1
(ratio Group1 vs Group2).
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
EFDR calibration failed for Differential residual dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdR'.
Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.022
system: 0
elapsed: 0.044

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 1
(ratio Group1 vs Group2).
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
EFDR calibration failed for Differential residual dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdR'.
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.351
system: 0.002
elapsed: 0.532

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.003

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.356
system: 0.003
elapsed: 0.613

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.322
system: 0.002
elapsed: 0.558

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.323
system: 0.002
elapsed: 0.509

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.003
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.322
system: 0.002
elapsed: 0.528

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.322
system: 0.002
elapsed: 0.477

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.577
system: 0.014
elapsed: 0.835

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.572
system: 0.014
elapsed: 0.823

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.022
system: 0
elapsed: 0.022

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.456
system: 0.002
elapsed: 0.657

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.011

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.22-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

For Differential mean task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
For Differential residual dispersion task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdR'.
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.019

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

'BatchInfo' was treated as a factor with 2 levels: 
1  2  
'BatchInfo' was treated as a factor with 2 levels: 
1  2  
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.003

-------------------------------------------------------------
Output 
-------------------------------------------------------------

'BatchInfo' was treated as a factor with 2 levels: 
1  2  
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.22.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

[ FAIL 0 | WARN 0 | SKIP 0 | PASS 459 ]
> 
> proc.time()
   user  system elapsed 
256.922   4.902 509.555 

Example timings

BASiCS.Rcheck/BASiCS-Ex.timings

nameusersystemelapsed
BASiCS_Chain-methods2.1650.0543.483
BASiCS_Chain3.6310.0635.913
BASiCS_CorrectOffset0.0230.0090.044
BASiCS_DenoisedCounts2.2530.0323.580
BASiCS_DenoisedRates2.1740.0263.587
BASiCS_DetectVG1.4790.0472.462
BASiCS_DiagHist1.0890.0211.732
BASiCS_DiagPlot2.1970.0263.627
BASiCS_DivideAndConquer 3.928 0.07152.984
BASiCS_Draw0.2330.0130.268
BASiCS_EffectiveSize0.1430.0080.276
BASiCS_Filter0.0030.0010.005
BASiCS_LoadChain1.7580.0252.536
BASiCS_MCMC 8.517 0.11513.039
BASiCS_MockSCE0.2090.0040.296
BASiCS_PlotDE5.3600.0597.437
BASiCS_PlotOffset1.5870.0232.511
BASiCS_PlotVG0.4930.0110.802
BASiCS_PriorParam0.1720.0060.274
BASiCS_ShowFit0.3960.0090.624
BASiCS_Sim0.4820.0100.767
BASiCS_Summary-methods0.0070.0030.014
BASiCS_Summary2.1130.0353.330
BASiCS_TestDE10.489 0.15219.909
BASiCS_VarThresholdSearchHVG_LVG2.0680.0623.696
BASiCS_VarianceDecomp0.3520.0080.594
Summary-BASiCS_Chain-method0.1630.0060.292
dim-BASiCS_Chain-method0.0070.0070.019
dimnames-BASiCS_Chain-method0.0090.0070.035
displayChainBASiCS-BASiCS_Chain-method0.1580.0600.337
displaySummaryBASiCS-BASiCS_Summary-method0.1330.0420.279
makeExampleBASiCS_Data0.1670.0040.309
newBASiCS_Chain4.0190.0667.054
plot-BASiCS_Chain-method0.1370.0420.322
plot-BASiCS_Summary-method0.1380.0410.291
show-BASiCS_ResultDE-method0.1360.0470.277
show-BASiCS_ResultVG-method0.1330.0400.232
show-BASiCS_ResultsDE-method0.1410.0440.342
subset-BASiCS_Chain-method0.8200.0191.356