Package: rmcorr 0.7.0

rmcorr: Repeated Measures Correlation

Compute the repeated measures correlation, a statistical technique for determining the overall within-individual relationship among paired measures assessed on two or more occasions, first introduced by Bland and Altman (1995). Includes functions for diagnostics, p-value, effect size with confidence interval including optional bootstrapping, as well as graphing. Also includes several example datasets. For more details, see the web documentation <https://lmarusich.github.io/rmcorr/index.html> and the original paper: Bakdash and Marusich (2017) <doi:10.3389/fpsyg.2017.00456>.

Authors:Jonathan Z. Bakdash [aut], Laura R. Marusich [aut, cre]

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rmcorr.pdf |rmcorr.html✨
rmcorr/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/lmarusich/rmcorr/issues

Datasets:
  • HCAHPS2022 - Nested and multivariate survey measures of hospital patient experience and other measures
  • bland1995 - Repeated measurements of intramural pH and PaCO2
  • gilden2010 - Repeated measurements of reaction time and accuracy
  • marusich2016_exp2 - Repeated measurements of dyads performance and subjective situation awareness
  • raz2005 - Repeated measurements of age and cerebellar volume
  • twedt_dist_measures - Repeated measures and multivariate measures of perceived distance

On CRAN:

3 exports 7 stars 5.59 score 6 dependencies 70 mentions 266 scripts 2.1k downloads

Last updated 1 months agofrom:4be59b0e96. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 13 2024
R-4.5-winOKSep 13 2024
R-4.5-linuxOKSep 13 2024
R-4.4-winOKSep 13 2024
R-4.4-macOKSep 13 2024
R-4.3-winOKSep 13 2024
R-4.3-macOKSep 13 2024

Exports:geom_rmcrmcorrrmcorr_mat

Dependencies:GPArotationlatticemnormtnlmepsychRColorBrewer

Bootstrapping Example

Jonathan Bakdash and Laura Marusich

Rendered fromrepro_bootstrapping.Rmdusingknitr::rmarkdownon Sep 13 2024.

Last update: 2023-08-09
Started: 2023-03-21

Comparing Correlations

Jonathan Bakdash and Laura Marusich

Rendered fromcompcor.Rmdusingknitr::rmarkdownon Sep 13 2024.

Last update: 2023-08-09
Started: 2022-08-23

Confidence Interval Fix

Jonathan Bakdash and Laura Marusich

Rendered fromCI_fix.Rmdusingknitr::rmarkdownon Sep 13 2024.

Last update: 2023-08-09
Started: 2022-12-13

Correlation Matrix using rmcorr_mat

Jonathan Bakdash and Laura Marusich

Rendered fromrmcorr_mat.Rmdusingknitr::rmarkdownon Sep 13 2024.

Last update: 2023-08-09
Started: 2022-08-23

Diagnostic Plots

Jonathan Bakdash and Laura Marusich

Rendered frommodel_diag.Rmdusingknitr::rmarkdownon Sep 13 2024.

Last update: 2023-08-09
Started: 2023-08-08

Frequently Asked Questions and Limitations

Jonathan Bakdash and Laura Marusich

Rendered fromFAQ_and_limitations.Rmdusingknitr::rmarkdownon Sep 13 2024.

Last update: 2024-07-26
Started: 2022-05-11

Overfitting/Pseudoreplication

Jonathan Bakdash and Laura Marusich

Rendered fromoverfitting.Rmdusingknitr::rmarkdownon Sep 13 2024.

Last update: 2024-07-25
Started: 2024-07-25

Reproduce Paper Results

Jonathan Bakdash and Laura Marusich

Rendered fromNew_rmcorr_paper_analyses_figures.Rmdusingknitr::rmarkdownon Sep 13 2024.

Last update: 2023-08-09
Started: 2020-11-10

rmcorr Estimates with NaN

Jonathan Bakdash and Laura Marusich

Rendered fromestimates_w_NaN.Rmdusingknitr::rmarkdownon Sep 13 2024.

Last update: 2023-08-09
Started: 2023-08-08