R: Convert Between Odds Ratios, Risk Ratios and Other Metrics ...
Odds-ratio of odds(p1)/odds(p0), log-Odds-ratio of log(odds(p1)/odds(p0)), Risk ratio of p1/p0, Absolute Risk Reduction of p1 - p0, or Number-needed-to-treat of 1/(p1 - p0). OR and logOR …
How to estimate risk ratios using regression models with R?
Sep 19, 2024 · Let’s learn together how to use regression models to get valid estimates of risk ratios. Isn’t already odd that people prefer odds ratios over risk ratios? In this post, we will …
plot_continuous: Plot hazard ratios, odds ratios or risk ...
May 29, 2024 · Plot hazard ratios, odds ratios or risk ratios comparing differing values of a continuous exposure to a reference level Usage plot_continuous( model, riskfactor, data, S = …
Converting Between Probabilities, Odds (Ratios), and Risk Ratios
The effectsize package contains function to convert among indices of effect size. This can be useful for meta-analyses, or any comparison between different types of statistical analyses.
Calculating risk and prevalence ratios and differences in R ...
Oct 1, 2023 · We present a hands-on tutorial that includes annotated code written in an open-source statistical programming language (R) showing readers how to apply, compare, and …
12 Risk and Odds – Data Analysis With R - sbnguah.github.io
The next section of the output shows the risk difference (difference between the risks of the two groups), the risk ratio, the protective efficacy and the number needed to treat (NNT) together …
odds_to_rr function - RDocumentation
This function extracts the odds ratios (exponentiated model coefficients) from logistic regressions (fitted with glm or glmer) and their related confidence intervals, and transforms these values …