logmult v0.7.1


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Log-Multiplicative Models, Including Association Models

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), a.k.a. log-multiplicative layer effect model (Xie), and several association models: Goodman's 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 and by van der Heijden & Mooijaart. Functions allow computing the intrinsic association coefficient (and therefore the Altham index), including via the Bayes shrinkage estimator proposed by Zhou; and the RAS/IPF/Deming-Stephan algorithm.

Functions in logmult

Name Description
plot.assoc Plotting Scores from Association Models
maor Mean Absolute Odds Ratio or Intrinsic Association Coefficient
gss7590 Education and Occupational Attainment Among White Men and Women in the United States, 1975-1990
criminal Dropped Criminal Charges, Denmark, 1955-1958
ocg1973 Intergenerational Mobility in the United States, 1973
yrcskew Fitting Yamaguchi RC_SK Skew-Symmetric Association Model
gss88 Major Occupation by Years of Schooling in the United States, 1988
iac Intrinsic Association Coefficient
assoc Identifying Scores from Association Models
HMSkew Specify a Skew-Symmetric Association in a gnm Model Formula
ras RAS/Deming-Stephan Algorithm for Raking Tables
rc Fitting Row-Column Association Models
svyassocmod Fitting Association Models With Complex Survey Data
color Two Cross-Classifications of Eye Color by Hair Color
rcL Fitting Row-Column Association Models With Layer Effect
unidiff Fitting Log-Multiplicative Uniform Difference/Layer Effect Model
rcL.trans Fitting Row-Column Association Models With Transitional Layer Effect
hg16 Son's occupation by father's occupation for 16 countries in the 1960s and 1970s
anoas Analysis of Association Functions
RCTrans Specify a Row-Column Association With Transitional Layer Effect in a gnm Model Formula
YRCSkew Specify a Skew-Symmetric Association in a gnm Model Formula
plot.unidiff Plot Layer Coefficients From a UNIDIFF Model
summary.unidiff Summarize UNIDIFF Model Fits
summary.assoc Summarize Association Model Fits
se.assoc Standard Errors for Association Models
hmskew Fitting van der Heijden & Mooijaart Skew-Symmetric Association Model
summary.anoas Summary and Print Methods for ANOAS objects
hmskewL Fitting van der Heijen & Mooijaart Skew-Symmetric Association Model With Layer Effect
svygnm Fitting Generalized Nonlinear Models With Complex Survey Data
gss8590 Education and Occupational Attainment Among Women in the United States, 1985-1990
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Type Package
Date 2019-02-13
License GPL (>= 2)
URL https://github.com/nalimilan/logmult
BugReports https://github.com/nalimilan/logmult/issues
VignetteBuilder knitr
NeedsCompilation no
Packaged 2019-02-13 18:28:08 UTC; milan
Repository CRAN
Date/Publication 2019-02-13 19:50:18 UTC

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