Package: logmult 0.7.4

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]

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NEWS

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

Peer review:

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-modelmodellingstatistics

25 exports 4 stars 1.07 score 7 dependencies 76 scripts 769 downloads

Last updated 3 years agofrom:096672bf3c. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 03 2024
R-4.5-winNOTESep 03 2024
R-4.5-linuxNOTESep 03 2024
R-4.4-winOKSep 03 2024
R-4.4-macOKSep 03 2024
R-4.3-winOKSep 03 2024
R-4.3-macOKSep 03 2024

Exports:anoasanoasLassochmskewHMSkewhmskewLiacmaorrasrcrcLrcL.transRCTransRCTransSymmsesvygnmsvyhmskewsvyhmskewLsvyrcsvyrcLsvyrcL.transsvyyrcskewunidiffyrcskewYRCSkew

Dependencies:gnmlatticeMASSMatrixnnetqvcalcrelimp

Short Reference for logmult

Milan Bouchet-Valat

Rendered fromlogmult.Rmdusingknitr::rmarkdownon Sep 03 2024.

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

Readme and manuals

Help Manual

Help pageTopics
Analysis of Association Functionsanoas anoasL
Identifying Scores from Association Modelsassoc 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 Colorcolor
Dropped Criminal Charges, Denmark, 1955-1958criminal
Education and Occupational Attainment Among White Men and Women in the United States, 1975-1990gss7590
Education and Occupational Attainment Among Women in the United States, 1985-1990gss8590
Major Occupation by Years of Schooling in the United States, 1988gss88
Son's occupation by father's occupation for 16 countries in the 1960s and 1970shg16
Fitting van der Heijden & Mooijaart Skew-Symmetric Association Modelhmskew print.hmskew
Specify a Skew-Symmetric Association in a gnm Model FormulaHMSkew
Fitting van der Heijen & Mooijaart Skew-Symmetric Association Model With Layer EffecthmskewL print.hmskewL
Intrinsic Association Coefficientiac
Mean Absolute Odds Ratio or Intrinsic Association Coefficientmaor
Intergenerational Mobility in the United States, 1973ocg1973
Plotting Scores from Association Modelsplot.assoc plot.hmskew plot.hmskewL plot.rc plot.rc.symm plot.rcL plot.rcL.symm plot.yrcskew
Plot Layer Coefficients From a UNIDIFF Modelplot.unidiff
RAS/Deming-Stephan Algorithm for Raking Tablesras
Fitting Row-Column Association Modelsprint.rc print.rc.symm rc
Fitting Row-Column Association Models With Layer Effectprint.rcL print.rcL.symm rcL
Fitting Row-Column Association Models With Transitional Layer EffectrcL.trans
Specify a Row-Column Association With Transitional Layer Effect in a gnm Model FormulaRCTrans RCTransSymm
Standard Errors for Association Modelsse se.assoc se.hmskew se.hmskewL se.rc se.rcL se.yrcskew
Summary and Print Methods for ANOAS objectsprint.anoas print.summary.anoas summary.anoas
Summarize Association Model Fitsprint.summary.assocmod summary.assocmod
Summarize UNIDIFF Model Fitsprint.summary.unidiff summary.unidiff
Fitting Association Models With Complex Survey Datasvyhmskew svyhmskewL svyrc svyrcL svyrcL.trans svyyrcskew
Fitting Generalized Nonlinear Models With Complex Survey Datasvygnm svygnm.svyrep.design
Fitting Log-Multiplicative Uniform Difference/Layer Effect Modelunidiff
Fitting Yamaguchi RC_SK Skew-Symmetric Association Modelprint.yrcskew yrcskew
Specify a Skew-Symmetric Association in a gnm Model FormulaYRCSkew