Bias Reduction in Generalized Linear Models

Documentation for package ‘brglm2’ version 0.7.1

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alligators	Alligator food choice data
bracl	Bias reduction for adjacent category logit models for ordinal responses using the Poisson trick.
brglm2	brglm2: Bias Reduction in Generalized Linear Models
brglmControl	Auxiliary function for 'glm' fitting using the 'brglmFit' method.
brglmFit	Fitting function for 'glm' for reduced-bias estimation and inference
brglm_control	Auxiliary function for 'glm' fitting using the 'brglmFit' method.
brglm_fit	Fitting function for 'glm' for reduced-bias estimation and inference
brmultinom	Bias reduction for multinomial response models using the Poisson trick.
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
coalition	Coalition data
coef.brglmFit	Extract model coefficients from 'brglmFit' objects
confint.brglmFit	Method for computing confidence intervals for one or more regression parameters in a 'brglmFit' object
confint.brmultinom	Method for computing confidence intervals for one or more regression parameters in a 'brmultinom' object
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
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
mis	A 'link-glm' object for misclassified responses in binomial regression models
predict.bracl	Predict method for 'bracl' fits
predict.brmultinom	Predict method for 'brmultinom' fits
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
residuals.bracl	Residuals for multinomial logistic regression and adjacent category logit models
residuals.brmultinom	Residuals for multinomial logistic regression and adjacent category logit models
stemcell	Opinion on Stem Cell Research and Religious Fundamentalism
summary.brglmFit	'summary' method for 'brglmFit' objects
vcov.brglmFit	Return the variance-covariance matrix for the regression parameters in a 'brglmFit' object