Details about Sophia Rabe-Hesketh

Access statistics for papers by Sophia Rabe-Hesketh.

Last updated 2012-10-07. Update your information in the RePEc Author Service.

Short-id: pra94

Working Papers

2012

1. Reducing bias due to missing values of the response variable by joint modeling with an auxiliary variable
   DoQSS Working Papers, Department of Quantitative Social Science - Institute of Education, University of London

2011

2. Measuring school value added with administrative data: the problem of missing variables
   DoQSS Working Papers, Department of Quantitative Social Science - Institute of Education, University of London View citations (2)
   See also Journal Article in Fiscal Studies (2011)

2010

3. Biometrical modeling of twin and family data in Stata
   German Stata Users' Group Meetings 2010, Stata Users Group View citations (1)
4. Missing ordinal covariates with informative selection
   DoQSS Working Papers, Department of Quantitative Social Science - Institute of Education, University of London View citations (1)

2009

5. Multilevel modeling of ordinal responses
   Mexican Stata Users' Group Meetings 2009, Stata Users Group

2008

6. Multilevel modeling of educational longitudinal data with crossed random effects
   Fall North American Stata Users' Group Meetings 2008, Stata Users Group
7. Prediction for multilevel models
   United Kingdom Stata Users' Group Meetings 2008, Stata Users Group
8. Prediction in Multilevel Logistic Regression
   Fall North American Stata Users' Group Meetings 2008, Stata Users Group

2007

9. Multilevel modeling of complex survey data
   West Coast Stata Users' Group Meetings 2007, Stata Users Group View citations (3)
   See also Journal Article in Journal of the Royal Statistical Society Series A (2006)

2005

10. Maximum Likelihood Estimation of Endogenous Switching And Sample Selection Models for Binary, Count, And Ordinal Variables
    Keele Economics Research Papers, Centre for Economic Research, Keele University View citations (18)

2004

11. GLLAMM Manual
    U.C. Berkeley Division of Biostatistics Working Paper Series, Berkeley Electronic Press View citations (50)

2003

12. Diagnostics for generalised linear mixed models
    United Kingdom Stata Users' Group Meetings 2003, Stata Users Group
13. Wishes and Grumbles
    United Kingdom Stata Users' Group Meetings 2003, Stata Users Group

2002

14. Generalized latent class modeling using gllamm
    North American Stata Users' Group Meetings 2003, Stata Users Group
15. Multilevel selection models using gllamm
    Dutch-German Stata Users' Group Meetings 2002, Stata Users Group View citations (1)

2001

16. Extensions to gllamm6
    United Kingdom Stata Users' Group Meetings 2001, Stata Users Group View citations (1)

Journal Articles

2011

1. Alternating imputation posterior estimation of models with crossed random effects
   Computational Statistics & Data Analysis, 2011, 55, (1), 12-25 View citations (1)
2. Measuring School Value Added with Administrative Data: The Problem of Missing Variables
   Fiscal Studies, 2011, 32, 263-278 View citations (2)
   See also Working Paper (2011)

2009

3. Prediction in multilevel generalized linear models
   Journal of the Royal Statistical Society Series A, 2009, 172, (3), 659-687 View citations (2)

2007

4. Estimating parameters of dichotomous and ordinal item response models with gllamm
   Stata Journal, 2007, 7, (3), 313-333 View citations (4)
5. Latent Variable Modelling: A Survey
   Scandinavian Journal of Statistics, 2007, 34, (4), 712-745 View citations (26)
6. Multilevel and Latent Variable Modeling with Composite Links and Exploded Likelihoods
   Psychometrika, 2007, 72, (2), 123-140 View citations (1)

2006

7. Maximum likelihood estimation of endogenous switching and sample selection models for binary, ordinal, and count variables
   Stata Journal, 2006, 6, (3), 285-308 View citations (26)
8. Multilevel modelling of complex survey data
   Journal of the Royal Statistical Society Series A, 2006, 169, (4), 805-827 View citations (4)
   See also Working Paper (2007)

2005

9. Maximum likelihood estimation of limited and discrete dependent variable models with nested random effects
   Journal of Econometrics, 2005, 128, (2), 301-323 View citations (41)

2004

10. Generalized multilevel structural equation modeling
    Psychometrika, 2004, 69, (2), 167-190 View citations (23)

2003

11. Maximum likelihood estimation of generalized linear models with covariate measurement error
    Stata Journal, 2003, 3, (4), 386-411 View citations (6)
12. Multilevel logistic regression for polytomous data and rankings
    Psychometrika, 2003, 68, (2), 267-287 View citations (11)

2002

13. Reliable estimation of generalized linear mixed models using adaptive quadrature
    Stata Journal, 2002, 2, (1), 1-21 View citations (31)

2000

14. Generalized linear latent and mixed models
    Stata Technical Bulletin, 2000, 9, (53) View citations (6)

Books

2012

1. Multilevel and Longitudinal Modeling Using Stata, 3rd Edition
   Stata Press books, StataCorp LP View citations (76)

Software Items

2013

1. LCMC: Stata module to estimate latent class missing covariate model for continous main response, ordinal covariate with missing values, and informative selection
   Statistical Software Components, Boston College Department of Economics

2011

2. GLLAMM: Stata program to fit generalised linear latent and mixed models
   Statistical Software Components, Boston College Department of Economics View citations (1)

2008

3. CI_MARG_MU: Stata module to produce simulation-based confidence intervals after gllapred
   Statistical Software Components, Boston College Department of Economics

2006

4. SSM: Stata program to estimate endogenous switching and sample selection models for binary, count, and ordinal variables using ML
   Statistical Software Components, Boston College Department of Economics

2004

5. CME: Stata program to estimate generalized linear models with covariate measurement error
   Statistical Software Components, Boston College Department of Economics