logmult

Log-Multiplicative Models, Including Association Models

CRAN Package

Functions to fit log-multiplicative models using 'gnm', with support for convenient printing, plots, and jackknife/bootstrap standard errors. For complex survey data, models can be fitted from design objects from the 'survey' package. Currently supported models include UNIDIFF (Erikson & Goldthorpe, 1992), a.k.a. log-multiplicative layer effect model (Xie, 1992) doi:10.2307/2096242, and several association models: Goodman (1979) doi:10.2307/2286971 row-column association models of the RC(M) and RC(M)-L families with one or several dimensions; two skew-symmetric association models proposed by Yamaguchi (1990) doi:10.2307/271086 and by van der Heijden & Mooijaart (1995) doi:10.1177/0049124195024001002. Functions allow computing the intrinsic association coefficient (see Bouchet-Valat (2022) doi:10.1177/0049124119852389) and the Altham (1970) index doi:10.1111/j.2517-6161.1970.tb00816.x, including via the Bayes shrinkage estimator proposed by Zhou (2015) doi:10.1177/0081175015570097; and the RAS/IPF/Deming-Stephan algorithm.


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