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logmult (version 0.7.0)

Log-Multiplicative Models, Including Association Models

Description

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.

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Install

install.packages('logmult')

Monthly Downloads

659

Version

0.7.0

License

GPL (>= 2)

Issues

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Maintainer

Milan Bouchet-Valat

Last Published

October 19th, 2018

Functions in logmult (0.7.0)

criminal

Dropped Criminal Charges, Denmark, 1955-1958
gss7590

Education and Occupational Attainment Among White Men and Women in the United States, 1975-1990
hg16

Son's occupation by father's occupation for 16 countries in the 1960s and 1970s
hmskew

Fitting van der Heijden & Mooijaart Skew-Symmetric Association Model
assoc

Identifying Scores from Association Models
color

Two Cross-Classifications of Eye Color by Hair Color
summary.assoc

Summarize Association Model Fits
maor

Mean Absolute Odds Ratio or Intrinsic Association Coefficient
ocg1973

Intergenerational Mobility in the United States, 1973
summary.unidiff

Summarize UNIDIFF Model Fits
svyassocmod

Fitting Association Models With Complex Survey Data
YRCSkew

Specify a Skew-Symmetric Association in a gnm Model Formula
anoas

Analysis of Association Functions
svygnm

Fitting Generalized Nonlinear Models With Complex Survey Data
iac

Intrinsic Association Coefficient
hmskewL

Fitting van der Heijen & Mooijaart Skew-Symmetric Association Model With Layer Effect
unidiff

Fitting Log-Multiplicative Uniform Difference/Layer Effect Model
yrcskew

Fitting Yamaguchi RC_SK Skew-Symmetric Association Model
gss8590

Education and Occupational Attainment Among Women in the United States, 1985-1990
gss88

Major Occupation by Years of Schooling in the United States, 1988
HMSkew

Specify a Skew-Symmetric Association in a gnm Model Formula
plot.unidiff

Plot Layer Coefficients From a UNIDIFF Model
plot.assoc

Plotting Scores from Association Models
RCTrans

Specify a Row-Column Association With Transitional Layer Effect in a gnm Model Formula
ras

RAS/Deming-Stephan Algorithm for Raking Tables
rc

Fitting Row-Column Association Models
se.assoc

Standard Errors for Association Models
summary.anoas

Summary and Print Methods for ANOAS objects
rcL

Fitting Row-Column Association Models With Layer Effect
rcL.trans

Fitting Row-Column Association Models With Transitional Layer Effect