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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.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.