R: Bias Reduction in Generalized Linear Models

# Bias Reduction in Generalized Linear Models

## Documentation for package ‘brglm2’ version 0.7.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

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