R packages by bdsegal

exceedProb - Confidence Intervals for Exceedance Probability

Computes confidence intervals for the exceedance probability of normally distributed estimators. Currently supports general linear models, with a beta function for Cox models. Please see Segal (2019) <doi:10.1080/00031305.2019.1678521> for more information.

Last updated 5 years ago

cpp

2.81 score 1 stars 13 scripts 133 downloads

matrixStrucTest - Tests of Matrix Structure for Construct Validation

Tests for block-diagonal structure in symmetric matrices (e.g. correlation matrices) under the null hypothesis of exchangeable off-diagonal elements. As described in Segal et al. (2019), these tests can be useful for construct validation either by themselves or as a complement to confirmatory factor analysis. Monte Carlo methods are used to approximate the permutation p-value with Hubert's Gamma (Hubert, 1976) and a t-statistic. This package also implements the chi-squared statistic described by Steiger (1980). Please see Segal, et al. (2019) <doi:10.1007/s11336-018-9647-4> for more information.

Last updated 6 years ago

2.81 score 13 scripts 162 downloads