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Details about Sophia Rabe-Hesketh

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Homepage:http://www.gllamm.org
Workplace:University of California

Access statistics for papers by Sophia Rabe-Hesketh.

Last updated 2014-11-16. Update your information in the RePEc Author Service.

Short-id: pra94


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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 - UCL Institute of Education, University College London Downloads

2011

  1. Measuring school value added with administrative data: the problem of missing variables
    DoQSS Working Papers, Department of Quantitative Social Science - UCL Institute of Education, University College London Downloads View citations (4)
    See also Journal Article in Fiscal Studies (2011)

2010

  1. Biometrical modeling of twin and family data in Stata
    German Stata Users' Group Meetings 2010, Stata Users Group Downloads View citations (1)
  2. Missing ordinal covariates with informative selection
    DoQSS Working Papers, Department of Quantitative Social Science - UCL Institute of Education, University College London Downloads View citations (1)
    See also Journal Article in Journal of the Royal Statistical Society Series A (2014)

2009

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

2008

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

2007

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

2005

  1. 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 Downloads View citations (13)

2004

  1. GLLAMM Manual
    U.C. Berkeley Division of Biostatistics Working Paper Series, Berkeley Electronic Press Downloads View citations (67)

2003

  1. Diagnostics for generalised linear mixed models
    United Kingdom Stata Users' Group Meetings 2003, Stata Users Group Downloads
  2. Wishes and Grumbles
    United Kingdom Stata Users' Group Meetings 2003, Stata Users Group Downloads

2002

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

2001

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

Journal Articles

2014

  1. A Third-Order Item Response Theory Model for Modeling the Effects of Domains and Subdomains in Large-Scale Educational Assessment Surveys
    Journal of Educational and Behavioral Statistics, 2014, 39, (4), 235-256 Downloads
  2. Additive Multilevel Item Structure Models with Random Residuals: Item Modeling for Explanation and Item Generation
    Psychometrika, 2014, 79, (1), 84-104 Downloads
  3. Composition, Context, and Endogeneity in School and Teacher Comparisons
    Journal of Educational and Behavioral Statistics, 2014, 39, (5), 333-367 Downloads View citations (1)
  4. Handling initial conditions and endogenous covariates in dynamic/transition models for binary data with unobserved heterogeneity
    Journal of the Royal Statistical Society Series C, 2014, 63, (2), 211-237 Downloads View citations (7)
  5. Missing ordinal covariate with informative selection
    Journal of the Royal Statistical Society Series A, 2014, 177, (2), 319-344 Downloads
    See also Working Paper (2010)

2013

  1. A Nondegenerate Penalized Likelihood Estimator for Variance Parameters in Multilevel Models
    Psychometrika, 2013, 78, (4), 685-709 Downloads View citations (1)
  2. Avoiding biased versions of Wooldridge’s simple solution to the initial conditions problem
    Economics Letters, 2013, 120, (2), 346-349 Downloads View citations (30)
  3. Incorporating Student Covariates in Cognitive Diagnosis Models
    Journal of Classification, 2013, 30, (2), 195-224 Downloads
  4. Modeling Differential Item Functioning Using a Generalization of the Multiple-Group Bifactor Model
    Journal of Educational and Behavioral Statistics, 2013, 38, (1), 32-60 Downloads View citations (2)

2012

  1. Modeling Achievement Trajectories When Attrition Is Informative
    Journal of Educational and Behavioral Statistics, 2012, 37, (6), 703-736 Downloads View citations (1)
  2. Profile-Likelihood Approach for Estimating Generalized Linear Mixed Models With Factor Structures
    Journal of Educational and Behavioral Statistics, 2012, 37, (4), 518-542 Downloads View citations (1)

2011

  1. Alternating imputation posterior estimation of models with crossed random effects
    Computational Statistics & Data Analysis, 2011, 55, (1), 12-25 Downloads View citations (5)
  2. Measuring School Value Added with Administrative Data: The Problem of Missing Variables
    Fiscal Studies, 2011, 32, (2), 263-278 Downloads View citations (4)
    See also Working Paper (2011)

2009

  1. Prediction in multilevel generalized linear models
    Journal of the Royal Statistical Society Series A, 2009, 172, (3), 659-687 Downloads View citations (24)

2008

  1. Biometrical Modeling of Twin and Family Data Using Standard Mixed Model Software
    Biometrics, 2008, 64, (1), 280-288 Downloads View citations (3)

2007

  1. Estimating parameters of dichotomous and ordinal item response models with gllamm
    Stata Journal, 2007, 7, (3), 313-333 Downloads View citations (8)
  2. Latent Variable Modelling: A Survey
    Scandinavian Journal of Statistics, 2007, 34, (4), 712-745 Downloads View citations (37)
  3. Multilevel and Latent Variable Modeling with Composite Links and Exploded Likelihoods
    Psychometrika, 2007, 72, (2), 123-140 Downloads View citations (3)

2006

  1. Maximum likelihood estimation of endogenous switching and sample selection models for binary, ordinal, and count variables
    Stata Journal, 2006, 6, (3), 285-308 Downloads View citations (64)
  2. Multilevel modelling of complex survey data
    Journal of the Royal Statistical Society Series A, 2006, 169, (4), 805-827 Downloads View citations (18)
    See also Working Paper (2007)

2005

  1. Maximum likelihood estimation of limited and discrete dependent variable models with nested random effects
    Journal of Econometrics, 2005, 128, (2), 301-323 Downloads View citations (96)

2004

  1. Generalized multilevel structural equation modeling
    Psychometrika, 2004, 69, (2), 167-190 Downloads View citations (41)

2003

  1. Maximum likelihood estimation of generalized linear models with covariate measurement error
    Stata Journal, 2003, 3, (4), 386-411 Downloads View citations (7)
  2. Multilevel logistic regression for polytomous data and rankings
    Psychometrika, 2003, 68, (2), 267-287 Downloads View citations (20)

2002

  1. Reliable estimation of generalized linear mixed models using adaptive quadrature
    Stata Journal, 2002, 2, (1), 1-21 Downloads View citations (62)

2001

  1. Parameterization of Multivariate Random Effects Models for Categorical Data
    Biometrics, 2001, 57, (4), 1256-1263 Downloads View citations (6)

2000

  1. Generalized linear latent and mixed models
    Stata Technical Bulletin, 2000, 9, (53) Downloads View citations (7)

Books

2012

  1. Multilevel and Longitudinal Modeling Using Stata, 3rd Edition
    Stata Press books, StataCorp LP Downloads View citations (132)

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 Downloads

2011

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

2008

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

2006

  1. 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 Downloads

2004

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