HMMEsolver

A Fast Solver for Henderson Mixed Model Equation via Row Operations

Consider the linear mixed model with normal random effects. A typical method to solve Henderson's Mixed Model Equations (HMME) is recursive estimation of the fixed effects and random effects. We provide a fast, stable, and scalable solver to the HMME without computing matrix inverse. See Kim (2017) <arXiv:1710.09663> for more details.

Total

5,332

Last month

354

Last week

75

Average per day

12

Daily downloads

Total downloads

Description file content

Package
HMMEsolver
Type
Package
Title
A Fast Solver for Henderson Mixed Model Equation via Row Operations
Version
0.1.2
Description
Consider the linear mixed model with normal random effects. A typical method to solve Henderson's Mixed Model Equations (HMME) is recursive estimation of the fixed effects and random effects. We provide a fast, stable, and scalable solver to the HMME without computing matrix inverse. See Kim (2017) for more details.
License
GPL (>= 3)
Encoding
UTF-8
LazyData
true
Imports
Rcpp, Rdpack
LinkingTo
Rcpp, RcppArmadillo
RdMacros
Rdpack
RoxygenNote
6.1.1
NeedsCompilation
yes
Packaged
2019-01-04 03:55:48 UTC; kisung
Author
Jiwoong Kim [aut, cre]
Maintainer
Jiwoong Kim
Repository
CRAN
Date/Publication
2019-01-05 00:40:03 UTC

install.packages('HMMEsolver')

0.1.2

6 months ago

Jiwoong Kim

GPL (>= 3)

Imports

Rcpp, Rdpack

Discussions