Tools for Creating Publication-Ready Regression Tables
Check Collinearity Using VIF for Fitted Models
Check Convergence for a Regression Model
Descriptive Summary Table for Study Characteristics (User-Friendly)
Dissect a Dataset Before Regression
Fit multivariate Regression Model (Internal)
Fit Regression Model with One or More Predictors (Internal)
Get Abbreviation Explanation
Get Adjusted Effect Label
Get Unadjusted Effect Label
Get Abbreviation to Remove
Linear Regression Diagnostic Checks (Internal) similar to reg check in...
Validate Exposure Variable(s) for Regression
Identify Confounders Using the Change-in-Estimate Method
Compare Models With and Without Interaction Term
Merge Multiple gtsummary Tables (Descriptive, Univariate, Multivariabl...
Modify Regression Table Labels and Layout
Multivariable Regression (Adjusted Odds, Risk, or Rate Ratios)
Visualize Univariate and Multivariate Regression Side-by-Side
Visualize a Regression Model as a Forest Plot
Save Multiple Tables and Plots to a Word Document
Save a Single Plot
Save a Single Regression Table
Stepwise Model Selection with Evaluation Metrics
Stratified Multivariable Regression (Adjusted OR, RR, IRR, or Beta)
Performs univariate regression for each exposure on a binary, count, o...
Univariate regression (Odds, Risk, or Rate Ratios)
Simplifies regression modeling in R by integrating multiple modeling and summarization tools into a cohesive, user-friendly interface. Designed to be accessible for researchers, particularly those in Low- and Middle-Income Countries (LMIC). Built upon widely accepted statistical methods, including logistic regression (Hosmer et al. 2013, ISBN:9781118548429), log-binomial regression (Spiegelman and Hertzmark 2005 <doi:10.1093/aje/kwi188>), Poisson and robust Poisson regression (Zou 2004 <doi:10.1093/aje/kwh090>), negative binomial regression (Hilbe 2011, ISBN:9780521179515), and linear regression (Kutner et al. 2005, ISBN:9780071122214). Leverages multiple dependencies to ensure high-quality output and generate reproducible, publication-ready tables in alignment with best practices in epidemiology and applied statistics.
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