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Sophia Rabe-Hesketh

Personal Details

First Name:Sophia
Middle Name:
Last Name:Rabe-Hesketh
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RePEc Short-ID:pra94
[This author has chosen not to make the email address public]
http://www.gllamm.org

Affiliation

(50%) University of California

http://www-gse.berkeley.edu/
Berkeley

Research output

as
Jump to: Working papers Articles Software Books

Working papers

  1. Alfonso Miranda & Sophia Rabe-Hesketh & John W. McDonald, 2012. "Reducing bias due to missing values of the response variable by joint modeling with an auxiliary variable," DoQSS Working Papers 12-05, Quantitative Social Science - UCL Social Research Institute, University College London.
  2. Lorraine Dearden & Alfonso Miranda & Sophia Rabe-Hesketh, 2011. "Measuring school value added with administrative data: the problem of missing variables," DoQSS Working Papers 11-05, Quantitative Social Science - UCL Social Research Institute, University College London.
  3. Sophia Rabe-Hesketh, 2010. "Biometrical modeling of twin and family data in Stata," German Stata Users' Group Meetings 2010 01, Stata Users Group.
  4. Alfonso Miranda & Sophia Rabe-Hesketh, 2010. "Missing ordinal covariates with informative selection," DoQSS Working Papers 10-16, Quantitative Social Science - UCL Social Research Institute, University College London.
  5. Sophia Rabe-Hesketh, 2009. "Multilevel modeling of ordinal responses," Mexican Stata Users' Group Meetings 2009 04, Stata Users Group.
  6. Minjeong Jeon & Sophia Rabe-Hesketh, 2008. "Multilevel modeling of educational longitudinal data with crossed random effects," Fall North American Stata Users' Group Meetings 2008 10, Stata Users Group.
  7. Sophia Rabe-Hesketh & Anders Skrondal, 2008. "Prediction in Multilevel Logistic Regression," Fall North American Stata Users' Group Meetings 2008 3, Stata Users Group.
  8. Sophia Rabe-Hesketh, 2008. "Prediction for multilevel models," United Kingdom Stata Users' Group Meetings 2008 05, Stata Users Group, revised 22 Sep 2008.
  9. Sophia Rabe-Hesketh, 2007. "Multilevel modeling of complex survey data," West Coast Stata Users' Group Meetings 2007 14, Stata Users Group.
  10. Alfonso Miranda & Sophia Rabe-Hesketh, 2005. "Maximum Likelihood Estimation of Endogenous Switching And Sample Selection Models for Binary, Count, And Ordinal Variables," Keele Economics Research Papers KERP 2005/14, Centre for Economic Research, Keele University.
  11. Sophia Rabe-Hesketh & Anders Skrondal & Andrew Pickles, 2004. "GLLAMM Manual," U.C. Berkeley Division of Biostatistics Working Paper Series 1160, Berkeley Electronic Press.
  12. Sophia Rabe-Hesketh & Anders Skrondal, 2003. "Diagnostics for generalised linear mixed models," United Kingdom Stata Users' Group Meetings 2003 05, Stata Users Group.
  13. Stephen P. Jenkins & Sophia Rabe-Hesketh, 2003. "Wishes and Grumbles," United Kingdom Stata Users' Group Meetings 2003 00, Stata Users Group.
  14. Sophia Rabe-Hesketh, 2002. "Multilevel selection models using gllamm," Dutch-German Stata Users' Group Meetings 2002 1, Stata Users Group.
  15. Sophia Rabe-Hesketh & Andrew Pickles & Anders Skrondal, 2002. "Generalized latent class modeling using gllamm," North American Stata Users' Group Meetings 2003 06, Stata Users Group.
  16. Sophia Rabe-Hesketh & Andrew Pickles & Anders Skrondal, 2001. "Extensions to gllamm6," United Kingdom Stata Users' Group Meetings 2001 16, Stata Users Group.

Articles

  1. Feng Ji & Sophia Rabe-Hesketh & Anders Skrondal, 2023. "Diagnosing and Handling Common Violations of Missing at Random," Psychometrika, Springer;The Psychometric Society, vol. 88(4), pages 1123-1143, December.
  2. Sally Paganin & Christopher J. Paciorek & Claudia Wehrhahn & Abel Rodríguez & Sophia Rabe-Hesketh & Perry de Valpine, 2023. "Computational Strategies and Estimation Performance With Bayesian Semiparametric Item Response Theory Models," Journal of Educational and Behavioral Statistics, , vol. 48(2), pages 147-188, April.
  3. Sophia Rabe-Hesketh & Anders Skrondal, 2023. "Ignoring Non-ignorable Missingness," Psychometrika, Springer;The Psychometric Society, vol. 88(1), pages 31-50, March.
  4. Anders Skrondal & Sophia Rabe-Hesketh, 2022. "The Role of Conditional Likelihoods in Latent Variable Modeling," Psychometrika, Springer;The Psychometric Society, vol. 87(3), pages 799-834, September.
  5. Brian Gin & Nicholas Sim & Anders Skrondal & Sophia Rabe-Hesketh, 2020. "A Dyadic IRT Model," Psychometrika, Springer;The Psychometric Society, vol. 85(3), pages 815-836, September.
  6. Edgar C. Merkle & Daniel Furr & Sophia Rabe-Hesketh, 2019. "Bayesian Comparison of Latent Variable Models: Conditional Versus Marginal Likelihoods," Psychometrika, Springer;The Psychometric Society, vol. 84(3), pages 802-829, September.
  7. Minjeong Jeon & Frank Rijmen & Sophia Rabe-Hesketh, 2018. "CFA Models with a General Factor and Multiple Sets of Secondary Factors," Psychometrika, Springer;The Psychometric Society, vol. 83(4), pages 785-808, December.
  8. Minjeong Jeon & Frank Rijmen & Sophia Rabe-Hesketh, 2017. "A Variational Maximization–Maximization Algorithm for Generalized Linear Mixed Models with Crossed Random Effects," Psychometrika, Springer;The Psychometric Society, vol. 82(3), pages 693-716, September.
  9. Minjeong Jeon & Sophia Rabe-Hesketh, 2016. "An autoregressive growth model for longitudinal item analysis," Psychometrika, Springer;The Psychometric Society, vol. 81(3), pages 830-850, September.
  10. Yeojin Chung & Andrew Gelman & Sophia Rabe-Hesketh & Jingchen Liu & Vincent Dorie, 2015. "Weakly Informative Prior for Point Estimation of Covariance Matrices in Hierarchical Models," Journal of Educational and Behavioral Statistics, , vol. 40(2), pages 136-157, April.
  11. Anders Skrondal & Sophia Rabe-Hesketh, 2014. "Handling initial conditions and endogenous covariates in dynamic/transition models for binary data with unobserved heterogeneity," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 63(2), pages 211-237, February.
  12. Sun-Joo Cho & Paul Boeck & Susan Embretson & Sophia Rabe-Hesketh, 2014. "Additive Multilevel Item Structure Models with Random Residuals: Item Modeling for Explanation and Item Generation," Psychometrika, Springer;The Psychometric Society, vol. 79(1), pages 84-104, January.
  13. Michael David Bates & Katherine E. Castellano & Sophia Rabe-Hesketh & Anders Skrondal, 2014. "Handling Correlations Between Covariates and Random Slopes in Multilevel Models," Journal of Educational and Behavioral Statistics, , vol. 39(6), pages 524-549, December.
  14. Alfonso Miranda & Sophia Rabe-Hesketh, 2014. "Missing ordinal covariate with informative selection," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 177(2), pages 319-344, February.
  15. Frank Rijmen & Minjeong Jeon & Matthias von Davier & Sophia Rabe-Hesketh, 2014. "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, , vol. 39(4), pages 235-256, August.
  16. A. Skrondal & S. Rabe-Hesketh, 2014. "Protective estimation of mixed-effects logistic regression when data are not missing at random," Biometrika, Biometrika Trust, vol. 101(1), pages 175-188.
  17. Katherine E. Castellano & Sophia Rabe-Hesketh & Anders Skrondal, 2014. "Composition, Context, and Endogeneity in School and Teacher Comparisons," Journal of Educational and Behavioral Statistics, , vol. 39(5), pages 333-367, October.
  18. Rabe-Hesketh, Sophia & Skrondal, Anders, 2013. "Avoiding biased versions of Wooldridge’s simple solution to the initial conditions problem," Economics Letters, Elsevier, vol. 120(2), pages 346-349.
  19. Elizabeth Ayers & Sophia Rabe-Hesketh & Rebecca Nugent, 2013. "Incorporating Student Covariates in Cognitive Diagnosis Models," Journal of Classification, Springer;The Classification Society, vol. 30(2), pages 195-224, July.
  20. Yeojin Chung & Sophia Rabe-Hesketh & Vincent Dorie & Andrew Gelman & Jingchen Liu, 2013. "A Nondegenerate Penalized Likelihood Estimator for Variance Parameters in Multilevel Models," Psychometrika, Springer;The Psychometric Society, vol. 78(4), pages 685-709, October.
  21. Minjeong Jeon & Frank Rijmen & Sophia Rabe-Hesketh, 2013. "Modeling Differential Item Functioning Using a Generalization of the Multiple-Group Bifactor Model," Journal of Educational and Behavioral Statistics, , vol. 38(1), pages 32-60, February.
  22. Minjeong Jeon & Sophia Rabe-Hesketh, 2012. "Profile-Likelihood Approach for Estimating Generalized Linear Mixed Models With Factor Structures," Journal of Educational and Behavioral Statistics, , vol. 37(4), pages 518-542, August.
  23. Betsy J. Feldman & Sophia Rabe-Hesketh, 2012. "Modeling Achievement Trajectories When Attrition Is Informative," Journal of Educational and Behavioral Statistics, , vol. 37(6), pages 703-736, December.
  24. Cho, S.-J. & Rabe-Hesketh, S., 2011. "Alternating imputation posterior estimation of models with crossed random effects," Computational Statistics & Data Analysis, Elsevier, vol. 55(1), pages 12-25, January.
  25. Lorraine Dearden & Alfonso Miranda & Sophia Rabe‐Hesketh, 2011. "Measuring School Value Added with Administrative Data: The Problem of Missing Variables," Fiscal Studies, Institute for Fiscal Studies, vol. 32(2), pages 263-278, June.
  26. Anders Skrondal & Sophia Rabe‐Hesketh, 2009. "Prediction in multilevel generalized linear models," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 172(3), pages 659-687, June.
  27. S. Rabe-Hesketh & A. Skrondal & H. K. Gjessing, 2008. "Biometrical Modeling of Twin and Family Data Using Standard Mixed Model Software," Biometrics, The International Biometric Society, vol. 64(1), pages 280-288, March.
  28. Anders Skrondal & Sophia Rabe-Hesketh, 2007. "Redundant Overdispersion Parameters in Multilevel Models for Categorical Responses," Journal of Educational and Behavioral Statistics, , vol. 32(4), pages 419-430, December.
  29. Sophia Rabe-Hesketh & Anders Skrondal, 2007. "Multilevel and Latent Variable Modeling with Composite Links and Exploded Likelihoods," Psychometrika, Springer;The Psychometric Society, vol. 72(2), pages 123-140, June.
  30. Xiaohui Zheng & Sophia Rabe-Hesketh, 2007. "Estimating parameters of dichotomous and ordinal item response models with gllamm," Stata Journal, StataCorp LP, vol. 7(3), pages 313-333, September.
  31. Anders Skrondal & Sophia Rabe‐Hesketh, 2007. "Latent Variable Modelling: A Survey," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 34(4), pages 712-745, December.
  32. Alfonso Miranda & Sophia Rabe-Hesketh, 2006. "Maximum likelihood estimation of endogenous switching and sample selection models for binary, ordinal, and count variables," Stata Journal, StataCorp LP, vol. 6(3), pages 285-308, September.
  33. Sophia Rabe‐Hesketh & Anders Skrondal, 2006. "Multilevel modelling of complex survey data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(4), pages 805-827, October.
  34. Rabe-Hesketh, Sophia & Skrondal, Anders & Pickles, Andrew, 2005. "Maximum likelihood estimation of limited and discrete dependent variable models with nested random effects," Journal of Econometrics, Elsevier, vol. 128(2), pages 301-323, October.
  35. Sophia Rabe-Hesketh & Anders Skrondal & Andrew Pickles, 2004. "Generalized multilevel structural equation modeling," Psychometrika, Springer;The Psychometric Society, vol. 69(2), pages 167-190, June.
  36. Sophia Rabe-Hesketh & Anders Skrondal & Andrew Pickles, 2003. "Maximum likelihood estimation of generalized linear models with covariate measurement error," Stata Journal, StataCorp LP, vol. 3(4), pages 386-411, December.
  37. Anders Skrondal & Sophia Rabe-Hesketh, 2003. "Multilevel logistic regression for polytomous data and rankings," Psychometrika, Springer;The Psychometric Society, vol. 68(2), pages 267-287, June.
  38. Sophia Rabe-Hesketh & Anders Skrondal & Andrew Pickles, 2002. "Reliable estimation of generalized linear mixed models using adaptive quadrature," Stata Journal, StataCorp LP, vol. 2(1), pages 1-21, February.
  39. S. Rabe-Hesketh & A. Skrondal, 2001. "Parameterization of Multivariate Random Effects Models for Categorical Data," Biometrics, The International Biometric Society, vol. 57(4), pages 1256-1263, December.
  40. Sophia Rabe-Hesketh & Andrew Pickles & Colin Taylor, 2000. "Generalized linear latent and mixed models," Stata Technical Bulletin, StataCorp LP, vol. 9(53).

Software components

  1. Alfonso Miranda & Sophia Rabe-Hesketh, 2013. "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 S457646, Boston College Department of Economics.
  2. Sophia Rabe-Hesketh, 2008. "CI_MARG_MU: Stata module to produce simulation-based confidence intervals after gllapred," Statistical Software Components S456961, Boston College Department of Economics, revised 17 Nov 2008.
  3. Alfonso Miranda & Sophia Rabe-Hesketh, 2005. "SSM: Stata program to estimate endogenous switching and sample selection models for binary, count, and ordinal variables using ML," Statistical Software Components S456509, Boston College Department of Economics, revised 28 Nov 2006.
  4. Sophia Rabe-Hesketh, 2003. "CME: Stata program to estimate generalized linear models with covariate measurement error," Statistical Software Components S434701, Boston College Department of Economics, revised 04 Sep 2004.
  5. Sophia Rabe-Hesketh, 1999. "GLLAMM: Stata program to fit generalised linear latent and mixed models," Statistical Software Components S401701, Boston College Department of Economics, revised 11 Sep 2011.

Books

  1. Sophia Rabe-Hesketh & Anders Skrondal, 2012. "Multilevel and Longitudinal Modeling Using Stata, 3rd Edition," Stata Press books, StataCorp LP, edition 3, number mimus2, March.

More information

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Statistics

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Rankings

This author is among the top 5% authors according to these criteria:
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  2. Number of Citations, Weighted by Number of Authors
  3. Number of Journal Pages
  4. Number of Downloads through RePEc Services over the past 12 months
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  6. Number of Downloads through RePEc Services over the past 12 months, Weighted by Number of Authors
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Co-authorship network on CollEc

Featured entries

This author is featured on the following reading lists, publication compilations, Wikipedia, or ReplicationWiki entries:
  1. Stata Users Group

NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 9 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.
  1. NEP-DCM: Discrete Choice Models (3) 2003-04-02 2006-05-27 2009-06-03
  2. NEP-ECM: Econometrics (3) 2006-05-27 2010-07-24 2012-07-08
  3. NEP-EDU: Education (3) 2007-11-10 2008-11-25 2011-06-25
  4. NEP-LAB: Labour Economics (2) 2008-11-25 2011-06-25
  5. NEP-URE: Urban and Real Estate Economics (2) 2008-11-25 2011-06-25
  6. NEP-LTV: Unemployment, Inequality and Poverty (1) 2003-06-16

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