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R function for effective dimensionality (ED) estimation
Version 3 2020-03-14, 03:22
Version 2 2020-03-14, 03:19
Version 1 2020-03-08, 05:10
software
posted on 2020-03-14, 03:22 authored by Marco Del GiudiceMarco Del Giudiceestimate.ED (version 1)
A simple R function to compute estimates of effective dimensionality (ED), either from raw data or from a correlation/covariance matrix. The function returns four estimators, both uncorrected and corrected for small-sample bias if enough information is available. Disattenuated estimates can also be computed if desired, by supplying a vector of reliability coefficients.
See: Del Giudice, M. (2020). Effective dimensionality: A tutorial. Multivariate Behavioral Research.
A simple R function to compute estimates of effective dimensionality (ED), either from raw data or from a correlation/covariance matrix. The function returns four estimators, both uncorrected and corrected for small-sample bias if enough information is available. Disattenuated estimates can also be computed if desired, by supplying a vector of reliability coefficients.
See: Del Giudice, M. (2020). Effective dimensionality: A tutorial. Multivariate Behavioral Research.