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DESCRIPTION
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Package: eflm
Title: Efficient Fitting of Linear and Generalized Linear Models
Version: 0.3.1
Authors@R: c(
person(given = "Mauricio",
family = "Vargas",
role = c("aut", "cre"),
email = "mavargas11@uc.cl",
comment = c(ORCID = "0000-0003-1017-7574")),
person(given = "Alexey",
family = "Kravchenko",
role = c("ths")),
person(given = "Constanza",
family = "Prado",
role = c("ths")),
person(given = "Yoto",
family = "Yotov",
role = c("ths")),
person(given = "Neal",
family = "Fulz",
role = c("rev"),
comment = "independent code auditing"),
person(given = "Rahul",
family = "Saxena",
role = c("ctb"),
comment = "improved broom integration"),
person(family = "The United Nations",
role = c("dtc", "cph", "fnd")
)
)
Description: 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. The speed
gains are obtained by reducing the NxP model matrix to a PxP matrix, and 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.
URL: https://github.com/pachamaltese/eflm/
BugReports: https://github.com/pachamaltese/eflm/issues/
License: Apache License (>= 2)
Imports:
stats,
utils,
tibble
Suggests:
broom,
sandwich,
testthat,
patrick,
rlang,
covr
Encoding: UTF-8
Depends:
R (>= 3.5)
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3