regsummary: Summarize the results from a regression analysis
In StatisticsSU/regkurs: Kurspaket - Regressions- och tidsserieanalys

regsummary

R Documentation

Summarize the results from a regression analysis

Description

Alternative to summary.lm to summarize a regression from lm. Prints a table similar to the one generated by SAS and Minitab.

Usage

regsummary(
  lmobject,
  anova = T,
  fit_measures = T,
  param = T,
  conf_intervals = F,
  vif_factors = F
)

Arguments

`lmobject`	a fitted regression model from `lm`.
`anova`	`TRUE` if an ANOVA table is computed.
`fit_measures`	`TRUE` if measures of fit (R² etc) is computed.
`param`	`TRUE` if parameter estimates, standard errors etc is computed.
`conf_intervals`	`TRUE` if confidence intervals for parameters.
`vif_factors`	`TRUE` if variance inflation factors are to be printed.

Value

list with three tables: param, anova and fit_measures

Examples

library(regkurs)
lmfit = lm(nRides ~ temp + hum + windspeed, data = bike)
regsumm = regsummary(lmfit, anova = T, conf_intervals = T, vif_factors = T)
regsumm$param
regsumm$anova
regsumm$fit_measures

StatisticsSU/regkurs documentation built on Jan. 29, 2023, 4:54 p.m.