Type: | Package |
Title: | Data Sets from Design and Analysis of Experiments and Observational Studies using R |
Version: | 1.0.0 |
Author: | Nathan Taback |
Maintainer: | Nathan Taback <nathan.taback@utoronto.ca> |
Description: | Data used in Taback, N. (2022). Design and Analysis of Experiments and Observational Studies using R. Chapman & Hall/CRC. |
License: | CC BY 4.0 |
Encoding: | UTF-8 |
LazyData: | true |
RoxygenNote: | 7.1.2 |
Depends: | R (≥ 3.5.0) |
NeedsCompilation: | no |
Packaged: | 2022-04-22 21:19:28 UTC; nathantaback |
Repository: | CRAN |
Date/Publication: | 2022-04-27 08:00:02 UTC |
BR_LatSq
Description
BR_LatSq
contains data from Table 3 of Bliss, C.I. and Rose, C.L. (1940).
-
Dogs
- Dog number -
Weeks
- Week number -
Treat
- Treatment -
value
- Mg-per cent serum calcium
Usage
BR_LatSq
Format
R data frame.
CSectdat
Description
CSectdat
is data from Obstetrics and Gynaecology, University of Toronto
-
Hospital
-MG
orNYG
-
CSecthosp
- Indicator of C-section (1 = yes, 0 = no)
Usage
CSectdat
Format
R data frame.
agedata
Description
A data frame of peoples' age
-
age
- age in years
Usage
agedata
Format
R data frame
chemplant
Description
chemplant
contains data from section 5.2 of Box et al. (2005)
-
run
- run number -
T
- Level of temperature -
C
- Level of concentration -
K
- Level of catalyst -
y
- Yield
Usage
chemplant
Format
R data frame.
cookies
Description
chemplant
contains data from section 5.2 of Box et al. (2005)
-
Run
- run number -
Butter
- Level of butter -
Sugar
- Level of sugar -
Powder
- Level of baking powder -
Taste
- Taste on a scale of 1 to 10
Usage
cookies
Format
R data frame.
covid19_trial
Description
covid19_trial
is simulated data based on Evaluating the efficacy of hydroxychloroquine and azithromycin to prevent hospitalization or death in persons with covid-19
-
patient
- Patient ID -
trt
- Treatment indicator -
die_hosp
- Died in hospital (1 = yes, 0 = no) -
age
- Age of patient (years)
Usage
covid19_trial
Format
R data frame.
fertdat
Description
fertdat
is data on the effect of two treatments on wheat yield
-
trt
- Level of fertilizer (A or B) -
fert
- wheat yield
Usage
fertdat
Format
R data frame.
hsvdat
Description
hsvdat
is data from Jaynes et al. (2013). Application of fractional factorial designs to study drug combinations
The columns are:
Run
- Run number
A
, B
, C
, D
, E
, F
- Indicator of drug level (-1 = low, +1 = high)
readout
- percentage of cells positive for HSV-1 after therapy
Usage
hsvdat
Format
R data frame.
leafspring
Description
leafspring
is data from Section 5.1 of Wu and Hammada (2011)
The columns are:
B
, C
, D
, E
, Q
- Indicator of factor level (-1 = low, +1 = high)
y1
, y2
, y3
- three replications of free height measurement
Usage
leafspring
Format
R data frame.
lifesat_childmort
Description
lifesat_childmort
data from World Happiness Report 2019
The columns are:
Country
- Country
Country Code
- Country code
Year
- Year
Tot_pop
- Total population
Continent
- Continent
LifeSatisfaction
- Life satisfaction from Cantril Ladder (10 is the best and 0 is the worst)
Under5mort
- Under 5 mortality per 1000
Usage
lifesat_childmort
Format
R data frame.
nhefs9282
Description
nhefs9282
is data from the 1982 and 1992 waves of the NHANES I Epidemiologic Follow-up Study (NHEFS)
column names that end in 1982 are from the 1982 survey and column names that end in 1992 are from the 1992 survey.
The columns are:
-
HANESEQ
- Subject ID -
wt1982
- 1982 weight (lb) -
wt1992
- 1992 weight (lb) -
smoke1982
- Did subject smoke in 1982 (1 = Yes, 2 = No) -
smoke1992
- Did subject smoke in 1992 (1 = Yes, 2 = No) -
sex
- Sex (1 = Male, 2 = Female) -
genhealth1982
- General health (1 = Excellent, 2 = Very Good, 3 = Good, 4 = Fair, 5 = Poor) -
hyperhb1982
- Told by a doctor that you had hypertension or high blood pressure? (1 = Yes, 2 = No) -
cancer1982
- Did a doctor ever tell you that you had any cancer? (1 = Yes, 2 = No) -
cough1982
- Do you usually have a cough? Exclude clearing your throat. (1 = Yes, 2 = No) -
bedridden1982
- Are you usually confined to bed for moat of the day? (1 = Yes, 2 = No) -
asthma1982
- Did a doctor ever tell you that you had asthma? (1 = Yes, 2 = No) -
bronchemphy1982
- Did a doctor ever tell you that you had chronic bronchitis, emphysema? (1 = Yes, 2 = No) -
migraine1982
- Did a doctor ever tell you that you had migraine? (1 = Yes, 2 = No) -
heartcond1982
- Did a doctor ever tell you that you had heart condition or heart trouble? (1 = Yes, 2 = No) -
heartattack1982
- Did a doctor ever tell you that you had heart condition or heart attack? (1 = Yes, 2 = No) -
depressed1982
- During the past week I felt depressed? (1 = Yes, 2 = No) -
numcig1982
- About how many cigarettes a day do you smoke? (0 means less than one a day, 1 - 100 is number of cigarettes) -
amntalc1982
- On the average, how often do you drink alcoholic beverages, that is, beer, wine or liquor? (1-31 = Number of days, 94 = recently quit drinking, 95 = more than 3 but less than 12 times a year, no more than 3 times a year) -
drinkcoff1982
- Do you drink coffee? (1 = Yes, 2 = No) -
physicalactive1982
- In your usual day, aside from recreation, are you physically very active, moderately active, or quite inactive? (1 = very active, 2 = moderately active, 3 = quite inactive) -
marital1982
- Are you now married, widowed, divorced, separated or have you never been married? (1 = Married, 2 = Windowed, 3 = Divorced, 4 = Separated, 5 = Never Married) -
urbanrural1982
- Would you say that you have lived most of your life in a rural area, in the city, or in the city suburbs? (1 = rural, 2 = city, 3 = city suburbs, 4 = other (small town)) -
famincome1982
- Which of these income groups represents your total combined family income for the past 12 months? (1 = < $3000, 2 = $3000 - $3999, 3 = $4000 - $4999, 4 = $5000 - $5999, 5 = $6000 - $6999, 6 = $7000 - $9999, 7 = $10000 - $14999, 8 = $15000 - $19999, 9 = $20000 - $24999, 10 = $25000 - $34999, 11 = $35000 - $49999, 12 = $50000 - $74999, 13 = $75000 - $100000) , 14 = over $100000) -
age1992
- Age in years -
age1982
- Age in years -
marital1992
- Current marital status (1 = married, 2 = widowed, 3 = divorced, 4 = separated, 5 = never married) -
deathage1992
- Subject age at death -
height1982
- Height (in) -
weight1982
- Weight (lb) -
weight1992
- Weight (lb) -
wtgain
- Weight gain (lb) weight in 1992 minus weight in 1982 -
qsmoke
- 1982 smokers that quit smoking between 1982 and 1992 (1 = yes, 2 = no) -
incomeclass
- Income classification based on 1982 family income ( 1 = famincome1982 >= 1 & famincome1982 <= 6, 2 = famincome1982 >= 7 & famincome1982 <= 8, 3 = famincome1982 >= 9 & famincome1982 <= 10, 4 = famincome1982 >= 11 & famincome1982 <= 12, 5 = famincome1982 >= 13)
Usage
nhefs9282
Format
R data frame.
painstudy
Description
Simulated data of Amundson, A.W. et al. (2017).
-
pain
- pain score ( 0 - no pain to 10 - worst possible pain ) -
trt
- treatment level
Usage
painstudy
Format
R data frame
painstudy2
Description
Simulated data of Amundson, A.W. et al. (2017).
-
pain
- pain score ( 0 - no pain to 10 - worst possible pain ) -
trt
- treatment level
Usage
painstudy2
Format
R data frame
rtdat
Description
Reaction time data
-
rt
- reaction time (seconds) -
group
- treatment level
Usage
rtdat
Format
R data frame
Get path to scidesignR example
Description
scidesignR comes bundled with a few data sets in its inst/extdata
directory. This function make them easy to access
Usage
scidesignR_example(file = NULL)
Arguments
file |
Name of file. If |
Examples
scidesignR_example()
scidesignR_example("nhefshwdat.csv")
shoedat_obs
Description
Boys shoe data based on Section 3.2 of Box et al. (2005)
-
boy
- Subject id -
sideA
- Side material A was assigned (L - left side, R - right side) -
sideB
- Side material B was assigned (L - left side, R - right side) -
wearA
- Amount of wear from the shoe assigned material A -
wearB
- Amount of wear from the shoe assigned material B
Usage
shoedat_obs
Format
R data frame
silkdat
Description
Data from Bucciarelli, A. et a;. (2021)
-
Std
- Standard run number -
Run
- Randomized run number -
A:Number of baths
- Level of number of baths -
B:Time
- Level of time -
C:Temperature
- Level of temperature -
D:Concentration
- Level of concentration -
mass_change
- Mass change (initial mass - final mass) -
mass_change_pct
- Mass percent change (initial mass - final mass)/(initial mass) -
removed_sericin_single
- Amount of removed sericin from a single bath -
removed_sericin_double
- Amount of removed sericin from a double bath -
removed_sericin_pct
- Percentage of removed sericin
Usage
silkdat
Format
R data frame
wtlossdat
Description
wtlossdat
contains data from section 5.2 of Box et al. (2005)
-
A
- Level of food diary -
B
- Level of increasing activity -
C
- Level of home visit -
y
- Weight loss (kg)
Usage
wtlossdat
Format
R data frame.