Multivariate Profile Analysis
Adjust a regression model R-squared for overfitting
Make a matrix symmetric by averaging with its transpose
configural: An R package for profile analysis
Calculate the asymptotic sampling covariance matrix for the unique ele...
Estimate the asymptotic sampling covariance matrix for the unique elem...
Generate labels for correlations from a vector of variable names
Conduct criterion profile analysis using a correlation matrix
Compute CPA level and pattern scores for a set of data
Locate extrema of fungible OLS regression weights
Locate extrema of fungible criterion profile patterns
Locate extrema of fungible OLS regression weights
Locate extrema of fungible weights for regression and related models
Quadratic form matrix product
Find the harmonic mean of a vector, matrix, or columns of a data.frame
Effective sample size
Calculate a transition matrix for a symmetric matrix
Estimate the sampling error variance for criterion profile analysis pa...
Vectorize a matrix
Inverse vectorize a matrix
Compute weighted covariances
Weighted descriptive statistics for a vector of numbers
R functions for criterion profile analysis, Davison and Davenport (2002) <doi:10.1037/1082-989X.7.4.468> and meta-analytic criterion profile analysis, Wiernik, Wilmot, Davison, and Ones (2020) <doi:10.1037/met0000305>. Sensitivity analyses to aid in interpreting criterion profile analysis results are also included.