lmeresampler: Bootstrap Methods for Nested Linear Mixed-Effects Models

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Bootstrap routines for nested linear mixed effects models fit using either 'lme4' or 'nlme'. The provided 'bootstrap()' function implements the parametric, semi-parametric (i.e., CGR), residual, cases, and random effect block (REB) bootstrap procedures.

Author
Adam Loy [aut, cre], Spenser steele [aut]
Date of publication
2016-07-15 00:31:07
Maintainer
Adam Loy <loyad01@gmail.com>
License
GPL-3
Version
0.1.0
URLs

View on CRAN

Man pages

bootstrap
Bootstrap Nested Linear Mixed-Effects Models
case_bootstrap
Cases Bootstrap for Nested LMEs
cgr_bootstrap
CGR Bootstrap for Nested LMEs
jsp728
Junior school project data
lmeresampler
Bootstrapping Nested Linear Mixed Effects Models
parametric_bootstrap
Parametric Bootstrap for Nested LMEs
reb_bootstrap
REB Bootstrap for Two-Level Nested LMEs
resid_bootstrap
Residual Bootstrap for Nested LMEs

Files in this package

lmeresampler
lmeresampler/tests
lmeresampler/tests/testthat.R
lmeresampler/tests/testthat
lmeresampler/tests/testthat/test-case-nlme.R
lmeresampler/tests/testthat/test-reb-lme4.R
lmeresampler/tests/testthat/test-cgr-lme4.R
lmeresampler/tests/testthat/test-cgr-nlme.R
lmeresampler/tests/testthat/test-reb-nlme.R
lmeresampler/tests/testthat/test-case-lme4.R
lmeresampler/tests/testthat/test-resid-lme4.R
lmeresampler/tests/testthat/test-parametric-lme4.R
lmeresampler/tests/testthat/test-parametric-nlme.R
lmeresampler/tests/testthat/test-resid-nlme.R
lmeresampler/NAMESPACE
lmeresampler/NEWS
lmeresampler/data
lmeresampler/data/jsp728.RData
lmeresampler/R
lmeresampler/R/lme_utilities.R
lmeresampler/R/lmeresampler.R
lmeresampler/R/generics.R
lmeresampler/R/data.R
lmeresampler/R/bootstrap_lme4.R
lmeresampler/R/bootstrap_nlme.R
lmeresampler/README.md
lmeresampler/MD5
lmeresampler/DESCRIPTION
lmeresampler/man
lmeresampler/man/cgr_bootstrap.Rd
lmeresampler/man/parametric_bootstrap.Rd
lmeresampler/man/bootstrap.Rd
lmeresampler/man/jsp728.Rd
lmeresampler/man/resid_bootstrap.Rd
lmeresampler/man/reb_bootstrap.Rd
lmeresampler/man/lmeresampler.Rd
lmeresampler/man/case_bootstrap.Rd