High-Performance Open-Source Archive
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.
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