In cwendorf/easi-dev: Estimation Approach to Statistical Inference

#suppress the warnings and other messages from showing in the knitted file.
knitr::opts_chunk$set(fig.width=7, fig.height=5,fig.path='figures/',echo=TRUE,warning=FALSE,message=FALSE)

library(altEASI)

Estimation Approach to Statistical Inference

Within Subjects Vignette

Three Time Period Example Data

Time1 <- c(5,6,6,7,8)
Time2 <- c(7,7,8,8,9)
Time3 <- c(8,8,9,9,9)

WithinData <- data.frame(Time1,Time2,Time3)
WithinData

Analyses of Multiple Variables

Confidence Intervals for the Means

ciMeans(Time1,Time2,Time3)
ciMeans(Time1,Time2,Time3,conf.level=.99)

Plots of Confidence Intervals for the Means

cipMeans(Time1,Time2,Time3)
cipMeans(Time1,Time2,Time3,conf.level=.99,mu=6)

Significance Tests for the Means

nhstMeans(Time1,Time2,Time3)
nhstMeans(Time1,Time2,Time3,mu=6)

Analyses of a Variable Comparison

Confidence Interval for the Mean Difference

ciDifference(Time1,Time2)
ciDifference(Time1,Time2,conf.level=.99)
ciDifference(Time3,Time1)

Plots of Confidence Intervals for the Mean Difference

cipDifference(Time1,Time2)
cipDifference(Time1,Time2,conf.level=.99)

Significance Test for the Mean Difference

nhstDifference(Time1,Time2)
nhstDifference(Time1,Time2,mu=-2)

Analyses of Pairwise Comparisons

Confidence Intervals for the Pairwise Comparisons

ciPairwise(Time1,Time2,Time3)
ciPairwise(Time1,Time2,Time3,conf.level=.99)

Plot of the Confidence Intervals for the Pairwise Comparisons

cipPairwise(Time1,Time2,Time3)
cipPairwise(Time1,Time2,Time3,mu=-2,conf.level=.99)

Significance Tests of the Pairwise Comparisons

nhstPairwise(Time1,Time2,Time3)
nhstPairwise(Time1,Time2,Time3,mu=-2)

Analyses of a Set of Contrasts

Confidence Intervals for the Set of Contrasts

ciContrasts(Time1,Time2,Time3,contrasts=contr.sum)
ciContrasts(Time1,Time2,Time3,contrasts=contr.sum,conf.level=.99)

ciContrasts(Time1,Time2,Time3,contrasts=contr.treatment)
ciContrasts(Time1,Time2,Time3,contrasts=contr.poly)
ciContrasts(Time1,Time2,Time3,contrasts=contr.helmert)
ciContrasts(Time1,Time2,Time3,contrasts=contr.SAS)

Plot of the Confidence Intervals for the Set of Contrasts

cipContrasts(Time1,Time2,Time3,contrasts=contr.sum)
cipContrasts(Time1,Time2,Time3,contrasts=contr.sum,conf.level=.99)

cipContrasts(Time1,Time2,Time3,contrasts=contr.treatment)
cipContrasts(Time1,Time2,Time3,contrasts=contr.poly)
cipContrasts(Time1,Time2,Time3,contrasts=contr.helmert)
cipContrasts(Time1,Time2,Time3,contrasts=contr.SAS)

Significance Tests of the Set of Contrasts

nhstContrasts(Time1,Time2,Time3,contrasts=contr.sum)
nhstContrasts(Time1,Time2,Time3,contrasts=contr.treatment)
nhstContrasts(Time1,Time2,Time3,contrasts=contr.poly)
nhstContrasts(Time1,Time2,Time3,contrasts=contr.helmert)
nhstContrasts(Time1,Time2,Time3,contrasts=contr.SAS)

cwendorf/easi-dev documentation built on Oct. 23, 2020, 4:28 p.m.