jstable - Create Tables from Different Types of Regression
Create regression tables from generalized linear model(GLM), generalized estimating equation(GEE), generalized linear mixed-effects model(GLMM), Cox proportional hazards model, survey-weighted generalized linear model(svyglm) and survey-weighted Cox model results for publication.
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labelregressiontable
10.20 score 32 stars 1 dependents 304 scripts 1.3k downloadsjsmodule - 'RStudio' Addins and 'Shiny' Modules for Medical Research
'RStudio' addins and 'Shiny' modules for descriptive statistics, regression and survival analysis.
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medicalrstudio-addinsshinyshiny-modulesstatistics
9.01 score 25 stars 109 scripts 620 downloadssplineplot - Visualization of Spline Effects in GAM and GLM Models
Creates 'ggplot2'-based visualizations of smooth effects from GAM (Generalized Additive Models) fitted with 'mgcv' and spline effects from GLM (Generalized Linear Models). Supports survey-weighted models ('svyglm', 'svycoxph') from the 'survey' package, interaction terms, and provides hazard ratio plots with histograms for survival analysis. Wood (2017, ISBN:9781498728331) provides comprehensive methodology for generalized additive models.
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bsgamggplot2nsspline
5.18 score 5 stars 527 downloadsjskm - Kaplan-Meier Plot with 'ggplot2'
The function 'jskm()' creates publication quality Kaplan-Meier plot with at risk tables below. 'svyjskm()' provides plot for weighted Kaplan-Meier estimator.
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4.93 score 1 dependents 63 scripts 913 downloads