fungible: Psychometric Functions from the Waller Lab
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 [issues need fixing before 2025-11-15] |
Documentation:
Downloads:
Reverse dependencies:
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