process_lm

data frame with a tidied version of a coefficient matrix

an "lm", "glm", "biglm", or "bigglm" object

whether to include a confidence interval

conf.int

confidence level of the interval, used only if
<code>conf.int=TRUE</code>

conf.level

whether to exponentiate the coefficient estimates
and confidence intervals (typical for logistic regression)

exponentiate

Adds a confidence interval, and possibly exponentiates, a tidied
object. Useful for operations shared between lm and biglm.

Convert statistical analysis objects from R into tidy data frames,
so that they can more easily be combined, reshaped and otherwise processed
with tools like 'dplyr', 'tidyr' and 'ggplot2'. The package provides three
S3 generics: tidy, which summarizes a model's statistical findings such as
coefficients of a regression; augment, which adds columns to the original
data such as predictions, residuals and cluster assignments; and glance, which
provides a one-row summary of model-level statistics.

David Robinson

broom

Convert Statistical Analysis Objects into Tidy Data Frames

Matthieu Gomez

Boris Demeshev

process_lm: helper function to process a tidied lm object

Description

Usage

Arguments