Detect and Check for Separation and Infinite Maximum Likelihood Estimates


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Documentation for package ‘detectseparation’ version 0.2

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checkInfiniteEstimates A simple diagnostic of whether the maximum likelihood estimates are infinite
check_infinite_estimates Generic method for checking for infinite estimates
check_infinite_estimates.glm A simple diagnostic of whether the maximum likelihood estimates are infinite
detectSeparation Method for 'glm' that tests for data separation and finds which parameters have infinite maximum likelihood estimates in generalized linear models with binomial responses
detectseparation detectseparation: Methods for Detecting and Checking for Separation and Infinite Maximum Likelihood Estimates
detectSeparationControl Auxiliary function for the 'glm' interface when 'method' is 'detect_separation'.
detect_separation Method for 'glm' that tests for data separation and finds which parameters have infinite maximum likelihood estimates in generalized linear models with binomial responses
detect_separation_control Auxiliary function for the 'glm' interface when 'method' is 'detect_separation'.
endometrial Histology grade and risk factors for 79 cases of endometrial cancer
lizards Habitat preferences of lizards
print.detect_separation Method for 'glm' that tests for data separation and finds which parameters have infinite maximum likelihood estimates in generalized linear models with binomial responses