Package: MLMusingR 0.3.2

Francis Huang

MLMusingR: Practical Multilevel Modeling

Convenience functions and datasets to be used with Practical Multilevel Modeling using R. The package includes functions for calculating group means, group mean centered variables, and displaying some basic missing data information. A function for computing robust standard errors for linear mixed models based on Liang and Zeger (1986) <doi:10.1093/biomet/73.1.13> and Bell and 'McCaffrey' (2002) <https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2002002/article/9058-eng.pdf?st=NxMjN1YZ> is included as well as a function for checking for level-one homoskedasticity (Raudenbush & Bryk, 2002, ISBN:076191904X).

Authors:Francis Huang [aut, cre]

MLMusingR_0.3.2.tar.gz
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MLMusingR.pdf |MLMusingR.html
MLMusingR/json (API)
NEWS

# Install 'MLMusingR' in R:
install.packages('MLMusingR', repos = c('https://flh3.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/flh3/mlmusingr/issues

Datasets:
  • cdata.ex - Clustered dataset for centering example
  • engage - Student engagement dataset (complete data).
  • engage.miss - Student engagement dataset (with missing data).
  • hdp - Hospital, doctor, patient (hdp) dataset
  • pisa2012 - USA data from PISA 2012
  • ri_test1 - Sample dataset 1 for testing the likelihood ratio test
  • ri_test2 - Sample dataset 2 for testing the likelihood ratio test
  • sch29 - Data from 29 schools (based on the NELS dataset) used for regression diagnostics
  • suspend - Suspension data from Virginia
  • thai - Thai data from PISA
  • thai.sm - Thai data from PISA
  • wide - Wide dataset to be used for growth modeling

On CRAN:

Conda:

3.00 score 2 stars 8 scripts 341 downloads 8 exports 40 dependencies

Last updated 1 years agofrom:71bf2f39f4. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 22 2025
R-4.5-winOKMar 22 2025
R-4.5-macOKMar 22 2025
R-4.5-linuxOKMar 22 2025
R-4.4-winOKMar 22 2025
R-4.4-macOKMar 22 2025
R-4.4-linuxOKMar 22 2025
R-4.3-winOKMar 22 2025
R-4.3-macOKMar 22 2025

Exports:%>%group_centergroup_meanHtestMatSqrtInversenmissrobust_mixedsatdf

Dependencies:backportsbayestestRbootbroomclicpp11datawizarddplyrfansigenericsglueinsightlatticelifecyclelme4magrittrMASSMatrixminqanlmenloptrperformancepillarpkgconfigpurrrR6rbibutilsRcppRcppEigenRdpackreformulasrlangstringistringrtibbletidyrtidyselectutf8vctrswithr