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, <doi:10.1080/00273171.2016.1178566>.
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: |
2.2.2 |
| Depends: |
R (≥ 3.5) |
| Imports: |
clue, CVXR, DEoptim, GPArotation, lattice, MASS, methods, mvtnorm, nleqslv, pbmcapply, Rcsdp, RSpectra, utils, graphics, grDevices |
| Suggests: |
rmarkdown, knitr |
| Published: |
2022-06-10 |
| Author: |
Niels Waller [aut, cre],
Jeff Jones [ctb],
Casey Giordano [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 |
Documentation:
Downloads:
Reverse dependencies:
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