Log-Multiplicative Models, Including Association Models
Analysis of Association Functions
Identifying Scores from Association Models
Specify a Skew-Symmetric Association in a gnm Model Formula
Fitting van der Heijden & Mooijaart Skew-Symmetric Association Model
Fitting van der Heijen & Mooijaart Skew-Symmetric Association Model Wi...
Intrinsic Association Coefficient
Mean Absolute Odds Ratio or Intrinsic Association Coefficient
Plotting Scores from Association Models
Plot Layer Coefficients From a UNIDIFF Model
RAS/Deming-Stephan Algorithm for Raking Tables
Fitting Row-Column Association Models
Fitting Row-Column Association Models With Layer Effect
Fitting Row-Column Association Models With Transitional Layer Effect
Specify a Row-Column Association With Transitional Layer Effect in a g...
Standard Errors for Association Models
Summary and Print Methods for ANOAS objects
Summarize Association Model Fits
Summarize UNIDIFF Model Fits
Fitting Association Models With Complex Survey Data
Fitting Generalized Nonlinear Models With Complex Survey Data
Fitting Log-Multiplicative Uniform Difference/Layer Effect Model
Specify a Skew-Symmetric Association in a gnm Model Formula
Fitting Yamaguchi RC_SK Skew-Symmetric Association Model
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.