Fast and Stable Fitting of Generalized Linear Models using 'RcppEigen'
deviance method for fastglm fitted objects
big.matrix prod
family method for fastglm fitted objects
fast generalized linear model fitting
fast generalized linear model fitting
logLik method for fastglm fitted objects
Obtains predictions and optionally estimates standard errors of those ...
print method for fastglm objects
residuals method for fastglm fitted objects
summary method for fastglm fitted objects
Fits generalized linear models efficiently using 'RcppEigen'. The iteratively reweighted least squares implementation utilizes the step-halving approach of Marschner (2011) <doi:10.32614/RJ-2011-012> to help safeguard against convergence issues.