New

`detect_infinite_estimates()`

method for the`glm`

function:`detect_infinite_estimates()`

detects infinite components in the maximum likelihood estimates of generalized linear models with binomial responses, using the methods of Schwendinger et al. (2021) for`"log"`

links and the methods in Konis (2007) for ‘“logit”’, ‘“probit”’, and ‘“cauchit”’ links. See`?detect_infinite_estimates`

for details`detect_separation()`

is now a wrapper of`detect_infinite_estimates`

.

Major rewrite and enrichment of help pages and examples.

New vignette “Detecting separation and infinite estimates in log-binomial regression”.

`detect_separation()`

returns a warnings if the link function is not one of`logit`

,`probit`

,`cloglog`

,`cauchit`

.Documentation and citations updates.

Added new tests.

- First public release.