| Title: | Data Sets from Design and Analysis of Experiments and Observational Studies using R |
|---|---|
| Description: | Data used in Taback, N. (2022). Design and Analysis of Experiments and Observational Studies using R. Chapman & Hall/CRC. |
| Authors: | Nathan Taback |
| Maintainer: | Nathan Taback <[email protected]> |
| License: | CC BY 4.0 |
| Version: | 1.0.0 |
| Built: | 2024-11-13 03:11:26 UTC |
| Source: | https://github.com/cran/scidesignR |
A data frame of peoples' age
age - age in years
agedataagedata
R data frame
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
BR_LatSqBR_LatSq
R data frame.
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
chemplantchemplant
R data frame.
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
cookiescookies
R data frame.
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)
covid19_trialcovid19_trial
R data frame.
CSectdat is data from Obstetrics and Gynaecology, University of Toronto
Hospital - MG or NYG
CSecthosp - Indicator of C-section (1 = yes, 0 = no)
CSectdatCSectdat
R data frame.
fertdat is data on the effect of two treatments on wheat yield
trt - Level of fertilizer (A or B)
fert - wheat yield
fertdatfertdat
R data frame.
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
hsvdathsvdat
R data frame.
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
leafspringleafspring
R data frame.
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
lifesat_childmortlifesat_childmort
R data frame.
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)
nhefs9282nhefs9282
R data frame.
Simulated data of Amundson, A.W. et al. (2017).
pain - pain score ( 0 - no pain to 10 - worst possible pain )
trt - treatment level
painstudypainstudy
R data frame
Simulated data of Amundson, A.W. et al. (2017).
pain - pain score ( 0 - no pain to 10 - worst possible pain )
trt - treatment level
painstudy2painstudy2
R data frame
Reaction time data
rt - reaction time (seconds)
group - treatment level
rtdatrtdat
R data frame
scidesignR comes bundled with a few data sets in its inst/extdata
directory. This function make them easy to access
scidesignR_example(file = NULL)scidesignR_example(file = NULL)
file |
Name of file. If |
scidesignR_example() scidesignR_example("nhefshwdat.csv")scidesignR_example() scidesignR_example("nhefshwdat.csv")
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
shoedat_obsshoedat_obs
R data frame
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
silkdatsilkdat
R data frame
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)
wtlossdatwtlossdat
R data frame.