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lmeresampler

Bootstrap Methods for Nested Linear Mixed-Effects Models

v0.2.4 · Feb 11, 2023 · GPL-3

Description

Bootstrap routines for nested linear mixed effects models fit using either 'lme4' or 'nlme'. The provided 'bootstrap()' function implements the parametric, residual, cases, random effect block (REB), and wild bootstrap procedures. An overview of these procedures can be found in Van der Leeden et al. (2008) <doi: 10.1007/978-0-387-73186-5_11>, Carpenter, Goldstein & Rasbash (2003) <doi: 10.1111/1467-9876.00415>, and Chambers & Chandra (2013) <doi: 10.1080/10618600.2012.681216>.

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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) bootstrap_pvals.Rd:78: Lost braces; missing escapes or markup?
    78 | $(n_{extreme} + 1) / (B + 1)$.
       |     ^

Reverse Dependencies (2)

Dependency Network

Dependencies Reverse dependencies dplyr Matrix nlmeU ggplot2 ggdist HLMdiag purrr forcats statmod tidyr magrittr tibble fastFMM varTestnlme lmeresampler

Version History

new 0.2.4 Mar 10, 2026
updated 0.2.4 ← 0.2.3 diff Feb 10, 2023
updated 0.2.3 ← 0.2.2 diff Jan 29, 2023
updated 0.2.2 ← 0.2.1 diff Apr 29, 2022
updated 0.2.1 ← 0.2.0 diff Mar 22, 2022
updated 0.2.0 ← 0.1.1 diff Apr 30, 2021
updated 0.1.1 ← 0.1.0 diff Jan 30, 2020
new 0.1.0 Jul 14, 2016