![]() ![]() p-values can be dropped from the output.Confidence intervals, VIFs, and partial correlations ( lm only) can optionally be included in the output.Robust standard errors (for lm and glm plus quantreg’s built-in options for rq models).Summaries for lm, glm, svyglm ( survey), merMod ( lme4), and rq ( quantreg) models.Here’s a quick (not comprehensive) list of functionality supported by summ: ![]() That, of course, was the motivation behind the creation of the function I didn’t like the choices made by R’s core team with summary! Like any output, this one is somewhat opinionated - some information is shown that perhaps not everyone would be interested in, some may be missing. With no user-specified arguments except a fitted model, the output of summ looks like this: # Fit modelįit <- lm(Income ~ Frost + Illiteracy + Murder, data = states) After creating output tables “by hand” on multiple occasions, I thought it best to pack things into a reusable function: It became summ. Things were even worse if I wanted to give them information that is not included in the summary like robust standard errors, scaled coefficients, and VIFs since the functions for estimating these don’t append them to a typical regression table. When sharing analyses with colleagues unfamiliar with R, I found that the output generally was not clear to them. ![]()
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