Nonparametric Kernel Smoothing Methods for Mixed Data Types

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Documentation for package ‘np’ version 0.70-1

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B C D E G I N O P S U W

np-package Nonparametric Kernel Smoothing Methods for Mixed Data Types

-- B --

b.star Compute Optimal Block Length for Stationary and Circular Bootstrap
bw Cross Country Growth Panel
bw.all Cross-Sectional Data on Wages
bw.subset Cross-Sectional Data on Wages

-- C --

cps71 Canadian High School Graduate Earnings

-- D --

dimBS Local-Polynomial Basis Dimension Helper

-- E --

Engel95 1995 British Family Expenditure Survey

-- G --

gradients Extract Gradients
gradients.condensity Extract Gradients
gradients.condistribution Extract Gradients
gradients.npregression Extract Gradients
gradients.qregression Extract Gradients
gradients.singleindex Extract Gradients

-- I --

Italy Italian GDP Panel

-- N --

np Nonparametric Kernel Smoothing Methods for Mixed Data Types
np.kernels Kernel Functions Used In 'np'
np.options Global Package Options for 'np'
np.pairs Cross-Validated Pairs Plot (Helper Functions)
np.pairs.plot Cross-Validated Pairs Plot (Helper Functions)
npcdens Kernel Conditional Density Estimation with Mixed Data Types
npcdens.conbandwidth Kernel Conditional Density Estimation with Mixed Data Types
npcdens.default Kernel Conditional Density Estimation with Mixed Data Types
npcdens.formula Kernel Conditional Density Estimation with Mixed Data Types
npcdensbw Kernel Conditional Density Bandwidth Selection with Mixed Data Types
npcdensbw.conbandwidth Kernel Conditional Density Bandwidth Selection with Mixed Data Types
npcdensbw.default Kernel Conditional Density Bandwidth Selection with Mixed Data Types
npcdensbw.formula Kernel Conditional Density Bandwidth Selection with Mixed Data Types
npcdenshat Conditional Density Hat Operator
npcdist Kernel Conditional Distribution Estimation with Mixed Data Types
npcdist.condbandwidth Kernel Conditional Distribution Estimation with Mixed Data Types
npcdist.default Kernel Conditional Distribution Estimation with Mixed Data Types
npcdist.formula Kernel Conditional Distribution Estimation with Mixed Data Types
npcdistbw Kernel Conditional Distribution Bandwidth Selection with Mixed Data Types
npcdistbw.condbandwidth Kernel Conditional Distribution Bandwidth Selection with Mixed Data Types
npcdistbw.default Kernel Conditional Distribution Bandwidth Selection with Mixed Data Types
npcdistbw.formula Kernel Conditional Distribution Bandwidth Selection with Mixed Data Types
npcdisthat Conditional Distribution Hat Operator
npcmstest Kernel Consistent Model Specification Test with Mixed Data Types
npconmode Kernel Modal Regression with Mixed Data Types
npconmode.conbandwidth Kernel Modal Regression with Mixed Data Types
npconmode.default Kernel Modal Regression with Mixed Data Types
npconmode.formula Kernel Modal Regression with Mixed Data Types
npcopula Kernel Copula Estimation with Mixed Data Types
npdeneqtest Kernel Consistent Density Equality Test with Mixed Data Types
npdeptest Kernel Consistent Pairwise Nonlinear Dependence Test for Univariate Processes
npindex Semiparametric Single Index Model
npindex.default Semiparametric Single Index Model
npindex.formula Semiparametric Single Index Model
npindex.sibandwidth Semiparametric Single Index Model
npindexbw Semiparametric Single Index Model Parameter and Bandwidth Selection
npindexbw.default Semiparametric Single Index Model Parameter and Bandwidth Selection
npindexbw.formula Semiparametric Single Index Model Parameter and Bandwidth Selection
npindexbw.sibandwidth Semiparametric Single Index Model Parameter and Bandwidth Selection
npindexhat Experimental Hat Operators for Semiparametric Estimators
npksum Kernel Sums with Mixed Data Types
npksum.default Kernel Sums with Mixed Data Types
npksum.formula Kernel Sums with Mixed Data Types
npksum.numeric Kernel Sums with Mixed Data Types
npplreg Partially Linear Kernel Regression with Mixed Data Types
npplreg.default Partially Linear Kernel Regression with Mixed Data Types
npplreg.formula Partially Linear Kernel Regression with Mixed Data Types
npplreg.plbandwidth Partially Linear Kernel Regression with Mixed Data Types
npplregbw Partially Linear Kernel Regression Bandwidth Selection with Mixed Data Types
npplregbw.default Partially Linear Kernel Regression Bandwidth Selection with Mixed Data Types
npplregbw.formula Partially Linear Kernel Regression Bandwidth Selection with Mixed Data Types
npplregbw.plbandwidth Partially Linear Kernel Regression Bandwidth Selection with Mixed Data Types
npplreghat Experimental Hat Operators for Semiparametric Estimators
npqcmstest Kernel Consistent Quantile Regression Model Specification Test with Mixed Data Types
npqreg Kernel Quantile Regression with Mixed Data Types
npqreg.condbandwidth Kernel Quantile Regression with Mixed Data Types
npqreg.default Kernel Quantile Regression with Mixed Data Types
npqreg.formula Kernel Quantile Regression with Mixed Data Types
npquantile Kernel Univariate Quantile Estimation
npreg Kernel Regression with Mixed Data Types
npreg.default Kernel Regression with Mixed Data Types
npreg.formula Kernel Regression with Mixed Data Types
npreg.rbandwidth Kernel Regression with Mixed Data Types
npregbw Kernel Regression Bandwidth Selection with Mixed Data Types
npregbw.default Kernel Regression Bandwidth Selection with Mixed Data Types
npregbw.formula Kernel Regression Bandwidth Selection with Mixed Data Types
npregbw.rbandwidth Kernel Regression Bandwidth Selection with Mixed Data Types
npreghat Nonparametric Regression Hat Operator
npreghat.formula Nonparametric Regression Hat Operator
npreghat.npregression Nonparametric Regression Hat Operator
npreghat.rbandwidth Nonparametric Regression Hat Operator
npregiv Nonparametric Instrumental Regression
npregivderiv Nonparametric Instrumental Derivatives
npscoef Smooth Coefficient Kernel Regression
npscoef.default Smooth Coefficient Kernel Regression
npscoef.formula Smooth Coefficient Kernel Regression
npscoef.scbandwidth Smooth Coefficient Kernel Regression
npscoefbw Smooth Coefficient Kernel Regression Bandwidth Selection
npscoefbw.default Smooth Coefficient Kernel Regression Bandwidth Selection
npscoefbw.formula Smooth Coefficient Kernel Regression Bandwidth Selection
npscoefbw.scbandwidth Smooth Coefficient Kernel Regression Bandwidth Selection
npscoefhat Experimental Hat Operators for Semiparametric Estimators
npsdeptest Kernel Consistent Serial Dependence Test for Univariate Nonlinear Processes
npseed Set Random Seed
npsigtest Kernel Regression Significance Test with Mixed Data Types
npsigtest.default Kernel Regression Significance Test with Mixed Data Types
npsigtest.formula Kernel Regression Significance Test with Mixed Data Types
npsigtest.npregression Kernel Regression Significance Test with Mixed Data Types
npsigtest.rbandwidth Kernel Regression Significance Test with Mixed Data Types
npsymtest Kernel Consistent Density Asymmetry Test with Mixed Data Types
nptgauss Truncated Second-order Gaussian Kernels
npudens Kernel Density Estimation with Mixed Data Types
npudens.bandwidth Kernel Density Estimation with Mixed Data Types
npudens.default Kernel Density Estimation with Mixed Data Types
npudens.formula Kernel Density Estimation with Mixed Data Types
npudensbw Kernel Density Bandwidth Selection with Mixed Data Types
npudensbw.bandwidth Kernel Density Bandwidth Selection with Mixed Data Types
npudensbw.default Kernel Density Bandwidth Selection with Mixed Data Types
npudensbw.formula Kernel Density Bandwidth Selection with Mixed Data Types
npudenshat Unconditional Density Hat Operator
npudist Kernel Distribution Estimation with Mixed Data Types
npudist.dbandwidth Kernel Distribution Estimation with Mixed Data Types
npudist.default Kernel Distribution Estimation with Mixed Data Types
npudist.formula Kernel Distribution Estimation with Mixed Data Types
npudistbw Kernel Distribution Bandwidth Selection with Mixed Data Types
npudistbw.dbandwidth Kernel Distribution Bandwidth Selection with Mixed Data Types
npudistbw.default Kernel Distribution Bandwidth Selection with Mixed Data Types
npudistbw.formula Kernel Distribution Bandwidth Selection with Mixed Data Types
npudisthat Unconditional Distribution Hat Operator
npuniden.boundary Kernel Bounded Univariate Density Estimation Via Boundary Kernel Functions
npuniden.reflect Kernel Bounded Univariate Density Estimation Via Data-Reflection
npuniden.sc Kernel Shape Constrained Bounded Univariate Density Estimation
npunitest Kernel Consistent Univariate Density Equality Test with Mixed Data Types

-- O --

oecdpanel Cross Country Growth Panel

-- P --

plot.bandwidth General Purpose Plotting of Nonparametric Objects
plot.conbandwidth General Purpose Plotting of Nonparametric Objects
plot.np General Purpose Plotting of Nonparametric Objects
plot.plbandwidth General Purpose Plotting of Nonparametric Objects
plot.rbandwidth General Purpose Plotting of Nonparametric Objects
plot.scbandwidth General Purpose Plotting of Nonparametric Objects
plot.sibandwidth General Purpose Plotting of Nonparametric Objects
predict.npreghat Nonparametric Regression Hat Operator
print.npreghat Nonparametric Regression Hat Operator

-- S --

se Extract Standard Errors

-- U --

uocquantile Compute Quantiles

-- W --

wage1 Cross-Sectional Data on Wages