# Fast and Stable Fitting of Generalized Linear Models using 'RcppEigen'

## Documentation for package ‘fastglm’ version 0.1.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## Help Pages

%*%-method | big.matrix prod
bread.fastglm | Empirical estimating-function and bread methods for 'fastglm' objects
bread.fastglmFit | Empirical estimating-function and bread methods for 'fastglm' objects
estfun.fastglm | Empirical estimating-function and bread methods for 'fastglm' objects
estfun.fastglmFit | Empirical estimating-function and bread methods for 'fastglm' objects
fastglm | Fast generalized linear model fitting
fastglm-sandwich | Empirical estimating-function and bread methods for 'fastglm' objects
fastglm.default | Fast generalized linear model fitting
fastglmPure | Fast generalized linear model fitting
fastglm_control | Fast generalized linear model fitting
fastglm_fit | Fast generalized linear model fitting
fastglm_hurdle | Hurdle (two-part) Poisson / Negative-Binomial regression
fastglm_nb | Fit a negative-binomial GLM with simultaneous (beta, theta) MLE
fastglm_streaming | Fit a GLM by streaming row-blocks of the design matrix
fastglm_zi | Zero-inflated Poisson / Negative-Binomial regression
negbin | Negative binomial family with known dispersion
predict.fastglm | Obtains predictions and optionally estimates standard errors of those predictions from a fitted generalized linear model object.
summary.fastglm | 'summary()' method for 'fastglm' fitted objects
summary.fastglmFit | Fast generalized linear model fitting
vcov.fastglm | 'vcov()' method for 'fastglm' fitted objects
vcov.fastglmFit | Fast generalized linear model fitting
vcovHC.fastglm | Heteroskedasticity-consistent (HC) variance estimators for 'fastglm' objects
vcovHC.fastglmFit | Heteroskedasticity-consistent (HC) variance estimators for 'fastglm' objects