Examples for 'broom::tidy.biglm'

### ** Examples


# feel free to ignore the following line—it allows {broom} to supply 
# examples without requiring the model-supplying package to be installed.
if (requireNamespace("biglm", quietly = TRUE)) {

# load modeling library
library(biglm)

# fit model -- linear regression
bfit <- biglm(mpg ~ wt + disp, mtcars)

# summarize model fit with tidiers
tidy(bfit)
tidy(bfit, conf.int = TRUE)
tidy(bfit, conf.int = TRUE, conf.level = .9)

glance(bfit)

# fit model -- logistic regression
bgfit <- bigglm(am ~ mpg, mtcars, family = binomial())

# summarize model fit with tidiers
tidy(bgfit)
tidy(bgfit, exponentiate = TRUE)
tidy(bgfit, conf.int = TRUE)
tidy(bgfit, conf.int = TRUE, conf.level = .9)
tidy(bgfit, conf.int = TRUE, conf.level = .9, exponentiate = TRUE)

glance(bgfit)

}