sanon: Stratified Analysis with Nonparametric Covariable Adjustment

Share:

There are several functions to implement the method for analysis in a randomized clinical trial with strata with following key features. A stratified Mann-Whitney estimator addresses the comparison between two randomized groups for a strictly ordinal response variable. The multivariate vector of such stratified Mann-Whitney estimators for multivariate response variables can be considered for one or more response variables such as in repeated measurements and these can have missing completely at random (MCAR) data. Non-parametric covariance adjustment is also considered with the minimal assumption of randomization. The p-value for hypothesis test and confidence interval are provided.

Author
Atsushi Kawaguchi
Date of publication
2015-10-01 13:46:37
Maintainer
Atsushi Kawaguchi <kawa_a24@yahoo.co.jp>
License
GPL (>= 2)
Version
1.5

View on CRAN

Man pages

catecovar
Identify Categorical Covariables
coef.sanon
Extract Model Coefficients
confint.sanon
Confidence Intervals for Model Parameters
contrast
Contrast for Model Parameters
covar
Identify Covariables
cpain
Chronic Pain Data
grp
Identify Group Variables
heartburn
Relief of heartburn Data
resp
Respiratory Disorder Data
sanon
Non-Parametric Covariable Adjustment for Stratified Rank...
sanon-package
The Stratified Analysis with Nonparametric covariable...
sebor
Seborrheic Dermatitis Data
skin
Skin Condition Data
strt
Identify Stratification Variables
summary.sanon
Summarizing Weighted Least Squares Fits
vcov.sanon
Calculate Variance-Covariance Matrix for a Fitted Model...

Files in this package

sanon
sanon/inst
sanon/inst/CITATION
sanon/NAMESPACE
sanon/data
sanon/data/skin.rda
sanon/data/sebor.rda
sanon/data/cpain.rda
sanon/data/heartburn.rda
sanon/data/resp.rda
sanon/R
sanon/R/sanon.r
sanon/MD5
sanon/DESCRIPTION
sanon/man
sanon/man/heartburn.Rd
sanon/man/grp.Rd
sanon/man/sebor.Rd
sanon/man/strt.Rd
sanon/man/covar.Rd
sanon/man/sanon-package.Rd
sanon/man/catecovar.Rd
sanon/man/coef.sanon.Rd
sanon/man/summary.sanon.Rd
sanon/man/confint.sanon.Rd
sanon/man/resp.Rd
sanon/man/vcov.sanon.Rd
sanon/man/skin.Rd
sanon/man/sanon.Rd
sanon/man/contrast.Rd
sanon/man/cpain.Rd