Efficient Fitting of Linear and Generalized Linear Models

Efficient Fitting of Linear and Generalized Linear Models by using just base R. As an alternative to lm() and glm(), this package provides elm() and eglm(), with a significant speedup when the number of observations is larger than the number of parameters to estimate, as it reduces the NxP model matrix to a PxP matrix. The best computational performance is obtained when R is linked against 'OpenBLAS', 'Intel MKL' or other optimized 'BLAS' library. This implementation aims at being compatible with 'broom' and 'sandwich' packages for summary statistics and clustering by providing S3 methods.


Reference manual

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0.1 by Mauricio Vargas, 18 days ago


Report a bug at https://github.com/pachamaltese/eflm/issues/

Browse source code at https://github.com/cran/eflm

Authors: Mauricio Vargas [aut, cre] , Alexey Kravchenko [ths] , Constanza Prado [ths] , Yoto Yotov [ths] , The United Nations [dtc, cph, fnd]

Documentation:   PDF Manual  

GPL (>= 3) license

Imports stats, zoo, methods, utils, vctrs

Suggests testthat, covr, sandwich, MASS, tibble, broom

See at CRAN