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RSquaredMI  

R-Squared with Multiply Imputed Data
View on CRAN: Click here


Download and install RSquaredMI package within the R console
Install from CRAN:
install.packages("RSquaredMI")

Install from Github:
library("remotes")
install_github("cran/RSquaredMI")

Install by package version:
library("remotes")
install_version("RSquaredMI", "0.2.0")



Attach the package and use:
library("RSquaredMI")
Maintained by
Julian D. Karch
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-19
Latest Update: 2024-09-19
Description:
Provides R-squared values and standardized regression coefficients for linear models applied to multiply imputed datasets as obtained by 'mice'. Confidence intervals, zero-order correlations, and alternative adjusted R-squared estimates are also available. The methods are described in Van Ginkel and Karch (2024) <doi:10.1111/bmsp.12344> and in Van Ginkel (2020) <doi:10.1007/s11336-020-09696-4>.
How to cite:
Julian D. Karch (2024). RSquaredMI: R-Squared with Multiply Imputed Data. R package version 0.2.0, https://cran.r-project.org/web/packages/RSquaredMI. Accessed 18 Feb. 2025.
Previous versions and publish date:
0.1.1 (2024-09-19 18:00)
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Complete documentation for RSquaredMI
Functions, R codes and Examples using the RSquaredMI R package
Full RSquaredMI package functions and examples
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