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Computes fungible coefficients and Monte Carlo data. Underlying theory for these functions is described in the following publications: Waller, N. (2008). Fungible Weights in Multiple Regression. Psychometrika, 73(4), 691-703, <doi:10.1007/s11336-008-9066-z>. Waller, N. & Jones, J. (2009). Locating the Extrema of Fungible Regression Weights. Psychometrika, 74(4), 589-602, <doi:10.1007/s11336-008-9087-7>. Waller, N. G. (2016). Fungible Correlation Matrices: A Method for Generating Nonsingular, Singular, and Improper Correlation Matrices for Monte Carlo Research. Multivariate Behavioral Research, 51(4), 554-568. Jones, J. A. & Waller, N. G. (2015). The normal-theory and asymptotic distribution-free (ADF) covariance matrix of standardized regression coefficients: theoretical extensions and finite sample behavior. Psychometrika, 80, 365-378, <doi:10.1007/s11336-013-9380-y>. Waller, N. G. (2018). Direct Schmid-Leiman transformations and rank-deficient loadings matrices. Psychometrika, 83, 858-870. <doi:10.1007/s11336-017-9599-0>.
| Version: | 2.4.4 |
| Depends: | R (≥ 3.5) |
| Imports: | crayon (≥ 1.4.1), clue, CVXR, DEoptim, GA (≥ 3.2.1), GPArotation, lattice, MASS, MBESS (≥ 4.8.0), MCMCpack, methods, mvtnorm, nleqslv, pbmcapply, Rcsdp, RSpectra, sem (≥ 3.1-11), utils, graphics, grDevices |
| Suggests: | rmarkdown, knitr, covr (≥ 3.5.1), testthat (≥ 3.0.0) |
| Published: | 2024-03-09 |
| DOI: | 10.32614/CRAN.package.fungible |
| Author: | Niels Waller [aut, cre], Justin Kracht [ctb], Jeff Jones [ctb], Casey Giordano [ctb], Hoang V. Nguyen [ctb] |
| Maintainer: | Niels Waller <nwaller at umn.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Citation: | fungible citation info |
| CRAN checks: | fungible results |
| Reference manual: | fungible.pdf |
| Vignettes: |
Simulating Population Correlation Matrices with Model Error |
| Package source: | fungible_2.4.4.tar.gz |
| Windows binaries: | r-devel: fungible_2.4.4.zip, r-release: fungible_2.4.4.zip, r-oldrel: fungible_2.4.4.zip |
| macOS binaries: | r-release (arm64): fungible_2.4.4.tgz, r-oldrel (arm64): fungible_2.4.4.tgz, r-release (x86_64): fungible_2.4.4.tgz, r-oldrel (x86_64): fungible_2.4.4.tgz |
| Old sources: | fungible archive |
| Reverse imports: | cdmTools, EGAnet, negligible, Rnest, vampyr |
| Reverse suggests: | insight |
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