detect_separation() can now distinguish between complete and
quasi-complete separation when separation_type = TRUE in
detect_separation_control().Documentation improvements.
Updated CI workflow.
detect_separation_control() does not infer the separator
function, which is now done internally in
.detect_infinite_estimates().
Fixed typos in some internal variable names (thanks to Kasper Daniel Hansen).
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.