Automatic testing of all possible multiple regression models given a set of predictors

www.emilkirkegaard.com

Abstract Researcher choice in reporting of regression models allow for questionable research practices. Here I present a function for R that reports all possible regression models given a set of predictors and a dependent variable. I illustrate this function on two datasets of artificial data.

## Automatic testing of all possible multiple regression models given a set of predictors

## Automatic testing of all possible multiple…

## Automatic testing of all possible multiple regression models given a set of predictors

Abstract Researcher choice in reporting of regression models allow for questionable research practices. Here I present a function for R that reports all possible regression models given a set of predictors and a dependent variable. I illustrate this function on two datasets of artificial data.