Effect displays in R for multinomial and proportional-odds logit models: Extensions to the effects package

Journal of Statistical Software

Volumn 32, Issue 1, 2009, Pages 1-24

  Fox, John ^a   Hong, Jangman ^a  

^a MCMASTER UNIVERSITY   (Canada)

Author keywords

Effect displays; Multinomial logit model; Proportional odds model; R; Statistical graphics

Indexed keywords

EID: 70350422768     PISSN: 15487660     EISSN: 15487660     Source Type: Journal    
DOI: 10.18637/jss.v032.i01     Document Type: Article

References (16)

1. Andersen R, Heath A, Sinnott R (2002). "Political Knowledge and Electoral Choice." British Elections and Parties Review, 12, 11-27.
2. Fisher RA (1936). Statistical Methods for Research Workers. 6th edition. Oliver and Boyd, Edinburgh.
3. Fox J (1987). "Effect Displays for Generalized Linear Models." In CC Clogg (ed.), Sociological Methodology, volume 17, pp. 347-361. American Sociological Association, Washington DC.
4. Fox J (2003). "Effect Displays in R for Generalised Linear Models." Journal of Statistical Software, 8(15), 1-27. URL http://www.jstatsoft.org/v08/i15/.
5. Fox J (2008). Applied Regression Analysis and Generalized Linear Models. 2nd edition. Sage, Thousand Oaks CA.
6. Fox J, Andersen R (2006). "Effect Displays for Multinomial and Proportional-Odds Logit Models." In RM Stolzenberg (ed.), Sociology Methodology, volume 36, pp. 225-255. American Sociological Association, Washington DC.
7. Goodnight JH, Harvey WR (1978). "Least Squares Means in the Fixed-Effect General Linear Model." Technical Report R-103, SAS Institute, Cary NC.
8. Harrell Jr FE (2001). Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis. Springer-Verlag, New York.
9. Hastie TJ (1992). "Generalized Additive Models." In JM Chambers, TJ Hastie (eds.), Statistical Models in S, pp. 249-307. Wadsworth, Pacific Grove, CA.
10. Ihaka R, Gentleman R (1996). "A Language for Data Analysis and Graphics." Journal of Computational and Graphical Statistics, 5, 299-314.
11. Ihaka R, Murrell P, Hornik K, Zeileis A (2009). colorspace: Color Space Manipulation. R package version 1.0-1, URL http://CRAN.R-project.org/package=colorspace.
12. Inglehart REA (2000). "World Value Surveys and European Value Surveys, 1981-1984, 1990- 1993, and 1995-1997 [Computer File]." Technical report, Institute for Social Research (Producer), Inter-University Consortium for Political and Social Research (Distributor), Ann Arbor, MI.
13. R Development Core Team (2009). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org/.
14. Searle SR, Speed FM, Milliken GA (1980). "Population Marginal Means in the Linear Model: An Alternative to Least Squares Means." The American Statistician, 34, 216-221.
15. Venables WN, Ripley BD (2002). Modern Applied Statistics in S. 4th edition. Springer-Verlag, New York.
16. Zeileis A, Hornik K, Murrell P (2009). "Escaping RGBland: Selecting Colors for Statistical Graphics." Computational Statistics & Data Analysis, 53, 3259-3270.