| aiask | Ask an AI service to interpret summarized statistical results |
| aisetup | Configure AI services for R4VN |
| anova_r4vn | One-way ANOVA with Bartlett Test |
| appenddata | Append data frames by observations |
| as.data.frame.r4vn_machine | Convert a tabmachine result to a data frame |
| as.data.frame.r4vn_meta | Convert an R4VN meta-analysis to a data frame |
| at | Specify predictor values for margins |
| ci_r4vn | Confidence Intervals from Summaries or Variables |
| corr | Correlation matrix |
| cox | Direct Cox Proportional Hazards Model |
| dengue_its_control | Example controlled interrupted time-series data |
| dengue_ts | Example monthly dengue time series |
| describe | Describe variables in the active data |
| design | R4VN Study Design Studio |
| dict | Create an HTML data dictionary |
| distdata | Explore a probability distribution and calculate... |
| distlearn | R4VN Distribution Learning Studio |
| dot-r4vn_resolve_vars | Resolve an R4VN Variable Specification Against Data |
| dropvar | Drop variables and/or observations |
| egenvar | Extended variable generation |
| epi | Epidemiological 2 by 2 Analysis |
| epitool | R4VN EpiTool Studio |
| esize | Standardized Mean Differences |
| friedman | Friedman Test for Repeated or Matched Measurements |
| gbar | Bar chart |
| gbox | Box plot |
| gdensity | Density plot |
| genvar | Generate one or more variables |
| gforest | Forest plot |
| ghist | Histogram |
| gline | Line chart |
| gpie | Pie or donut chart |
| groc | ROC curve |
| gscatter | Scatter plot |
| gsurv | Survival and Cumulative Incidence Curves |
| ir | Incidence-rate Comparison |
| keepvar | Keep variables and/or observations |
| kwallis | Kruskal-Wallis Test |
| labvar | Label and recode existing variables |
| lincom | Linear combinations of fitted-model coefficients |
| logistic | Binary logistic regression |
| lrtest | Likelihood-ratio test for nested regression models |
| margins | Predictive margins after an R4VN model |
| marginsplot | Plot predictive margins |
| mcc | Matched Case-control Analysis |
| mergedata | Merge data frames by key variables |
| nlregress | Flexible nonlinear-shape regression |
| normtest | Normality tests for one or more variables |
| nptrend | Nonparametric trend across ordered groups |
| opendata | Open data from files, research platforms, online forms, and... |
| ordervar | Reorder variables |
| plot.r4vn_diag | Plot an R4VN diagnostic analysis |
| plot.r4vn_distdata | Plot an R4VN probability-distribution result |
| plot.r4vn_graph | Plot an R4VN graph result |
| plot.r4vn_machine | Plot a tabmachine result |
| plot.r4vn_meta | Plot an R4VN meta-analysis |
| plot.r4vn_tabforest | Plot an R4VN regression forest object |
| plot.r4vn_tablong | Plot an R4VN Longitudinal Analysis |
| plot.r4vn_tabscale | Plot diagnostics from a scale analysis |
| plot.r4vn_tabscore | Plot an R4VN scorecard |
| plot.r4vn_tabts | Plot an R4VN tabts result |
| poisson | Poisson regression or Poisson family |
| predict | Prediction and postestimation diagnostics |
| predict.r4vn_machine | Predict from a tabmachine model |
| predict.r4vn_tabscore | Predict scores and risk from an R4VN scorecard |
| print.r4vn_export | Print an R4VN Export Result |
| print.r4vn_graph | Print an R4VN graph result |
| print.r4vn_graph_set | Return an R4VN graph collection silently |
| print.r4vn_machine | Print a tabmachine result |
| print.r4vn_meta | Print or reopen an R4VN meta-analysis |
| print.r4vn_quick | Print a quick R4VN console summary |
| print.r4vn_stat | Print an R4VN statistical result |
| print.r4vn_tab | Print or Reopen an R4VN Table |
| print.r4vn_tablong | Print an R4VN Longitudinal Table |
| print.r4vn_tabmulti | Print or Reopen an R4VN Model-Comparison Table |
| print.r4vn_tabscale | Print or reopen a scale analysis |
| proportion_tests | Proportions and Tests of Proportions |
| qregress | Quantile regression |
| r4fun | Launch R4VN Playground |
| R4VN_examples | R4VN Example Cookbook |
| R4VN-package | R4VN: Publication-Ready Statistical Tables for Health... |
| ranksum | Wilcoxon Rank-sum Test |
| regress | Linear regression |
| renvar | Rename variables |
| replacevar | Replace values under one or more conditions |
| savedata | Save data according to file extension |
| sdtest | Tests of Standard Deviations and Variances |
| shapevar | Reshape Data Between Wide and Long Formats |
| signrank | Wilcoxon Signed-rank Test |
| sum1 | Quick numeric descriptive statistics |
| summary.r4vn_survey | Summarize an R4VN Survey Design |
| summary.r4vn_tabsurvey | Summarize a tabsurvey Result |
| survexport | Export an R4VN Survival Analysis |
| surveyset | Define a Complex Survey Design for R4VN |
| surv_tables | Extract Tables from an R4VN Survival Result |
| swilk | Shapiro-Wilk normality test |
| tab | Create Descriptive, Comparative, and Regression Tables |
| tab1 | Quick one-way frequency tables |
| tabdiag | Comprehensive Diagnostic Accuracy and ROC Analysis |
| tabdiagi | Immediate diagnostic accuracy from a 2 x 2 table |
| tabexport | Export One or More R4VN Tables |
| tabforest | Flexible regression, multi-outcome, survival, and subgroup... |
| tabforest_demo | Demonstration data for tabforest() |
| tabi | Immediate Contingency Tables |
| tablearn | Learning-curve analysis for sequential clinical or procedural... |
| tablong | Longitudinal and Repeated-Measures Analysis |
| tabmachine | Comprehensive machine-learning analysis with... |
| tabmeta | Publication-Ready Meta-Analysis in One Command |
| tabmulti | Compare Multivariable Model-Building Strategies |
| tabscale | Comprehensive Scale Analysis |
| tabscore | Build, simplify, validate and present a clinical/statistical... |
| tabsurv | Comprehensive Survival Analysis Table |
| tabsurvey | Publication-Ready Analysis of Complex Survey Data |
| tabts | Comprehensive time-series analysis with publication-ready... |
| ttest | Student and Welch t Tests |
| usedf | Set or inspect the active data frame |
| varform | Explore transformations of continuous variables |
| vars | Specify Variables for R4VN Tables |
| ztest | z Tests with Known Standard Deviations |
