Bias Reduction in Generalized Linear Models


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Documentation for package ‘brglm2’ version 0.8.0

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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
brglm2-defunct Defunct Functions in package 'brglm2'
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.
brnb Bias reduction for negative binomial regression models
check_infinite_estimates Defunct Functions in package 'brglm2'
coalition Coalition data
coef.brglmFit Extract model coefficients from 'brglmFit' objects
coef.brnb Extract model coefficients from 'brnb' 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
confint.brnb Method for computing Wald confidence intervals for one or more regression parameters in a 'brnb' object
detect_separation Defunct Functions in package 'brglm2'
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
ordinal_superiority Ordinal superiority scores of Agresti and Kateri (2017)
ordinal_superiority.bracl Ordinal superiority scores of Agresti and Kateri (2017)
predict.bracl Predict method for 'bracl' fits
predict.brmultinom Predict method for 'brmultinom' fits
print.summary.brnb Summarizing Linear Model Fits
residuals.bracl Residuals for multinomial logistic regression and adjacent category logit models
residuals.brmultinom Residuals for multinomial logistic regression and adjacent category logit models
simulate.brmultinom Method for simulating a data set from 'brmultinom' and 'bracl' objects
simulate.brnb Simulate Responses
stemcell Opinion on Stem Cell Research and Religious Fundamentalism
summary.brglmFit 'summary' method for 'brglmFit' objects
summary.brnb 'summary' method for 'brnb' objects
vcov.brglmFit Return the variance-covariance matrix for the regression parameters in a 'brglmFit' object
vcov.brnb Extract model variance-covariance matrix from 'brnb' objects