Package: logmult 0.7.5

logmult: 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, 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.

Authors:Milan Bouchet-Valat [aut, cre], Heather Turner [ctb], Michael Friendly [ctb], Jim Lemon [cph], Gabor Csardi [cph]

logmult_0.7.5.tar.gz
logmult_0.7.5.zip(r-4.7)logmult_0.7.5.zip(r-4.6)logmult_0.7.5.zip(r-4.5)
logmult_0.7.5.tgz(r-4.6-any)logmult_0.7.5.tgz(r-4.5-any)
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logmult_0.7.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
logmult/json (API)

# Install 'logmult' in R:

install.packages('logmult', repos = c('https://nalimilan.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/nalimilan/logmult/issues

Datasets:

color - Two Cross-Classifications of Eye Color by Hair Color
criminal - Dropped Criminal Charges, Denmark, 1955-1958
gss7590 - Education and Occupational Attainment Among White Men and Women in the United States, 1975-1990
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
hg16 - Son's occupation by father's occupation for 16 countries in the 1960s and 1970s
ocg1973 - Intergenerational Mobility in the United States, 1973

On CRAN:

log-linear-model modelling statistics

5.74 score 4 stars 106 scripts 2.6k downloads 25 exports 7 dependencies

Last updated from:e116263a61. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	158
source / vignettes	OK	227
linux-release-x86_64	OK	166
macos-release-arm64	OK	112
macos-oldrel-arm64	OK	100
windows-devel	OK	120
windows-release	OK	124
windows-oldrel	OK	114
wasm-release	OK	139

Exports:anoas anoasL assoc hmskew HMSkew hmskewL iac maor ras rc rcL rcL.trans RCTrans RCTransSymm se svygnm svyhmskew svyhmskewL svyrc svyrcL svyrcL.trans svyyrcskew unidiff yrcskew YRCSkew

Dependencies:gnm lattice MASS Matrix nnet qvcalc relimp

Short Reference for logmult

Supported Models and Options | Plotting | Notes About LEM | logmult/gnm Limitations Compared With LEM

Rendered fromlogmult.Rmdusingknitr::rmarkdown

Last update: 2022-02-22
Started: 2017-03-20

Help page	Topics
Analysis of Association Functions	anoas anoasL
Identifying Scores from Association Models	assoc assoc.hmskew assoc.hmskewL assoc.rc assoc.rc.symm assoc.rcL assoc.rcL.symm assoc.rcL.trans assoc.rcL.trans.symm assoc.yrcskew assoc.yrcskew.symm
Two Cross-Classifications of Eye Color by Hair Color	color
Dropped Criminal Charges, Denmark, 1955-1958	criminal
Education and Occupational Attainment Among White Men and Women in the United States, 1975-1990	gss7590
Education and Occupational Attainment Among Women in the United States, 1985-1990	gss8590
Major Occupation by Years of Schooling in the United States, 1988	gss88
Son's occupation by father's occupation for 16 countries in the 1960s and 1970s	hg16
Fitting van der Heijden & Mooijaart Skew-Symmetric Association Model	hmskew print.hmskew
Specify a Skew-Symmetric Association in a gnm Model Formula	HMSkew
Fitting van der Heijen & Mooijaart Skew-Symmetric Association Model With Layer Effect	hmskewL print.hmskewL
Intrinsic Association Coefficient	iac
Mean Absolute Odds Ratio or Intrinsic Association Coefficient	maor
Intergenerational Mobility in the United States, 1973	ocg1973
Plotting Scores from Association Models	plot.assoc plot.hmskew plot.hmskewL plot.rc plot.rc.symm plot.rcL plot.rcL.symm plot.yrcskew
Plot Layer Coefficients From a UNIDIFF Model	plot.unidiff
RAS/Deming-Stephan Algorithm for Raking Tables	ras
Fitting Row-Column Association Models	print.rc print.rc.symm rc
Fitting Row-Column Association Models With Layer Effect	print.rcL print.rcL.symm rcL
Fitting Row-Column Association Models With Transitional Layer Effect	rcL.trans
Specify a Row-Column Association With Transitional Layer Effect in a gnm Model Formula	RCTrans RCTransSymm
Standard Errors for Association Models	se se.assoc se.hmskew se.hmskewL se.rc se.rcL se.yrcskew
Summary and Print Methods for ANOAS objects	print.anoas print.summary.anoas summary.anoas
Summarize Association Model Fits	print.summary.assocmod summary.assocmod
Summarize UNIDIFF Model Fits	print.summary.unidiff summary.unidiff
Fitting Association Models With Complex Survey Data	svyhmskew svyhmskewL svyrc svyrcL svyrcL.trans svyyrcskew
Fitting Generalized Nonlinear Models With Complex Survey Data	svygnm svygnm.svyrep.design
Fitting Log-Multiplicative Uniform Difference/Layer Effect Model	unidiff
Fitting Yamaguchi RC_SK Skew-Symmetric Association Model	print.yrcskew yrcskew
Specify a Skew-Symmetric Association in a gnm Model Formula	YRCSkew

Package: logmult 0.7.5

logmult: Log-Multiplicative Models, Including Association Models

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