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fungible

Psychometric Functions from the Waller Lab

Installation

About

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.

Citation fungible citation info

Key Metrics

Version 2.4.4
R ≥ 3.5
Published 2024-03-09 20 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks fungible results

Downloads

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Last 365 days 30.453 -7%

Maintainer

Maintainer

Niels Waller

nwaller@umn.edu

Authors

Niels Waller

aut / cre

Justin Kracht

ctb

Jeff Jones

ctb

Casey Giordano

ctb

Hoang V. Nguyen

ctb

Material

Reference manual
Package source

Vignettes

Simulating Population Correlation Matrices with Model Error

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

fungible archive

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

Reverse Imports

cdmTools
negligible
vampyr

Reverse Suggests

EGAnet
insight