Package: sanon 1.6
Atsushi Kawaguchi
sanon: Stratified Analysis with Nonparametric Covariable Adjustment
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.
Authors:
sanon_1.6.tar.gz
sanon_1.6.tar.gz(r-4.5-noble)sanon_1.6.tar.gz(r-4.4-noble)
sanon_1.6.tgz(r-4.4-emscripten)sanon_1.6.tgz(r-4.3-emscripten)
sanon.pdf |sanon.html✨
sanon/json (API)
| # Install 'sanon' in R: |
| install.packages('sanon', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 years agofrom:42691020c4. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 10 2024 |
| R-4.5-linux | OK | Nov 10 2024 |
Exports:catecovarcontrastcovargrpsanonstrt
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| The Stratified Analysis with Nonparametric covariable adjustment Package | sanon-package |
| Identify Categorical Covariables | catecovar |
| Extract Model Coefficients | coef.sanon |
| Confidence Intervals for Model Parameters | confint.sanon print.confint.sanon |
| Contrast for Model Parameters | contrast print.contrast |
| Identify Covariables | covar |
| Chronic Pain Data | cpain |
| Identify Group Variables | grp |
| Relief of heartburn Data | heartburn |
| Respiratory Disorder Data | resp |
| Non-Parametric Covariable Adjustment for Stratified Rank Measures of Association | print.sanon sanon sanon.default sanon.formula |
| Seborrheic Dermatitis Data | sebor |
| Skin Condition Data | skin |
| Identify Stratification Variables | strt |
| Summarizing Weighted Least Squares Fits | print.summary.sanon summary.sanon |
| Calculate Variance-Covariance Matrix for a Fitted Model Object | vcov.sanon |