NEWS.md

In pachamaltese/boostedglm: Efficient Fitting of Linear and Generalized Linear Models

eflm 0.3

• All functions were re-written, by adapting from stats:: and new S3 methods when required
• Uses R's internal C code for all matrix decompositions, and LAPACK when possible
• Fixes rounding problem with broom's exponentiation
• Performs better on Windows, the previous code relied heavily on Unix-specific matrix products

eflm 0.2.2

• Allows family = gaussian, etc instead of family = gaussian(), just like glm()
• Supports sandwich::vcovBS()
• Supports subset = (cyl == 4) and similar subsetting

eflm 0.2.1

• Adds generic method for weights (i.e. now I can replicate the clotting example from glm)
• Starts adding vignettes with all lm/glm tests from R source code

eflm 0.2

• Allows to use formulas such as mpg ~ log(wt) instead of having to create mtcars$logwt <- log(mtcars$wt)
• Implements some fixes from speedglm package to solve estimation bugs with categorical variables
• Adds the subset argument for a closer match with the stats package
• Makes all the arguments similar to the closest degree to lm() and glm()

eflm 0.1

• This is the first version, which basically fits my need to obtain GLM (Quasi-Poisson) estimates

pachamaltese/boostedglm documentation built on July 24, 2024, 10:30 a.m.