NEWS.md

In detectseparation: Detect and Check for Separation and Infinite Maximum Likelihood Estimates

detectseparation 0.3

New functionality

• 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.

Other improvements, updates and additions

• Major rewrite and enrichment of help pages and examples.

• New vignette "Detecting separation and infinite estimates in log-binomial regression".

detectseparation 0.2

Other improvements, updates and additions

• detect_separation() returns a warnings if the link function is not one of logit, probit, cloglog, cauchit.

• Documentation and citations updates.

• Added new tests.

detectseparation 0.1

• First public release.

detectseparation documentation built on Aug. 27, 2022, 1:08 a.m.