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logmult (version 0.7.2)

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

856

Version

0.7.2

License

GPL (>= 2)

Issues

0

Pull Requests

0

Stars

4

Forks

3

Maintainer

Milan Bouchet-Valat

Last Published

August 24th, 2020

Functions in logmult (0.7.2)

gss7590

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

Identifying Scores from Association Models
anoas

Analysis of Association Functions
gss88

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

Two Cross-Classifications of Eye Color by Hair Color
criminal

Dropped Criminal Charges, Denmark, 1955-1958
HMSkew

Specify a Skew-Symmetric Association in a gnm Model Formula
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
gss8590

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

RAS/Deming-Stephan Algorithm for Raking Tables
ocg1973

Intergenerational Mobility in the United States, 1973
maor

Mean Absolute Odds Ratio or Intrinsic Association Coefficient
rc

Fitting Row-Column Association Models
plot.unidiff

Plot Layer Coefficients From a UNIDIFF Model
plot.assoc

Plotting Scores from Association Models
hmskewL

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

Intrinsic Association Coefficient
se.assoc

Standard Errors for Association Models
svygnm

Fitting Generalized Nonlinear Models With Complex Survey Data
summary.unidiff

Summarize UNIDIFF Model Fits
svyassocmod

Fitting Association Models With Complex Survey Data
summary.anoas

Summary and Print Methods for ANOAS objects
summary.assoc

Summarize Association Model Fits
hmskew

Fitting van der Heijden & Mooijaart Skew-Symmetric Association Model
hg16

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

Fitting Row-Column Association Models With Layer Effect
yrcskew

Fitting Yamaguchi RC_SK Skew-Symmetric Association Model
unidiff

Fitting Log-Multiplicative Uniform Difference/Layer Effect Model
rcL.trans

Fitting Row-Column Association Models With Transitional Layer Effect