Books
Authored books
Rabe-Hesketh, S. and Skrondal, A. (2022). Multilevel and Longitudinal Modeling Using Stata (4th Edition).(link is external) College Station, TX: Stata Press.
Rabe-Hesketh, S. and Everitt, B. S. (2006). A Handbook of Statistical Analyses using Stata (4th Edition)(link is external). Boca Raton, FL: Chapman & Hall/CRC.
Skrondal, A. and Rabe-Hesketh, S. (2004). Generalized Latent Variable Modeling: Multilevel, Longitudinal and Structural Equation Models(link is external). Boca Raton, FL: Chapman & Hall/CRC.
Everitt, B. S. and Rabe-Hesketh, S. (2001). Analyzing Medical Data using S-PLUS(link is external). New York: Springer.
Everitt, B. S. and Rabe-Hesketh, S. (1997). The Analysis of Proximity Data. London: Arnold.
Anthology
Skrondal, A. and Rabe-Hesketh, S. (Eds.) (2009). Multilevel Modelling (Vol. I, II, III, IV)(link is external). London: Sage.
Selected Refereed Journal Articles since 2000
(out of over 130 since 1994)
Rabe-Hesketh, S. and Skrondal, A. (in press). Ignoring non-ignorable missingness. Psychometrika.
Lee, J., Fuller, B. and Rabe-Hesketh, S. (2021). How finance reform may alter teacher and school quality - California’s $23 billion initiative. American Educational Research Journal 58, 1225-1269.
Merkle, E., Furr, D. and Rabe-Hesketh, S. (2019). Bayesian model assessment: Use of conditional vs marginal likelihoods. Psychometrika 84, 802-829.
Breinegaard, N., Rabe-Hesketh, S. and Skrondal, A. (2018). Pairwise residuals and diagnostic tests for misspecified dependence structures in
models for binary longitudinal data. Statistics in Medicine 37, 343-356.
Jeon, M., Rijmen, F. and Rabe-Hesketh, S. (2017). A variational maximization-maximization algorithm for generalized linear mixed models
with crossed random effects. Psychometrika 82, 693-716.
Chung, Y., Gelman, A., Rabe-Hesketh, S., Liu, S. and Dorie, V. (2015). Weakly informative prior for point estimation of covariance matrices in hierarchical linear models. Journal of Educational and Behavioral Statistics 40, 136-157.
Skrondal, A. and Rabe-Hesketh, S. (2014). Protective estimation of mixed-effects logistic regression when data are not missing at random. Biometrika 101, 175-188.
Chung, Y., Rabe-Hesketh, S., Gelman A., Dorie, V. and Liu, J. (2013). A non-degenerate penalized likelihood estimator for variance parameters in multilevel models. Psychometrika 78, 685-709.
Rabe-Hesketh, S. and Skrondal, A. (2013). Avoiding biased versions of Wooldridge's simple solution to the initial conditions problem(link is external). Economics Letters 120 (2), 346-349.
Jeon, M. and Rabe-Hesketh, S. (2012). Profile-likelihood approach for estimating generalized linear mixed models with factor structures(link is external). Journal of Educational and Behavioral Statistics 37 (4), 518-543.
Cho, S. J. and Rabe-Hesketh, S. (2011). Alternating imputation posterior estimation of models with crossed random effects(link is external). Computational Statistics and Data Analysis 55 (1), 12-25.
Fuller, B., Bein, E., Bridges, B., Halfon, N., Jung, S., Rabe-Hesketh, S., and Kuo, A. (2010). Maternal practices that influence Latino infants' health and cognitive growth. Pediatrics 125, 324-332.
Skrondal, A. and Rabe-Hesketh, S. (2009). Prediction in multilevel generalized linear models (PDF file)(link is external). Journal of the Royal Statistical Society, Series A 172, 659-687.
Rabe-Hesketh, S. Skrondal, A. and Gjessing, H. K. (2008). Biometrical modeling of twin and family data using standard mixed model software (PDF file)(link is external). Biometrics 64, 280-288.
Skrondal, A. and Rabe-Hesketh, S. (2007). Latent variable modelling: A survey. Scandinavian Journal of Statistics 34, 712-745.
Rabe-Hesketh, S. and Skrondal, A. (2006). Multilevel modeling of complex survey data (PDF file)(link is external). Journal of the Royal Statistical Society, Series A 169, 805-827.
Rabe-Hesketh, S., Skrondal, A. and Pickles, A. (2005). Maximum likelihood estimation of limited and discrete dependent variable models with nested random effects (PDF file)(link is external). Journal of Econometrics 128, 301-323.
Rabe-Hesketh, S., Skrondal, A. and Pickles, A. (2004). Generalized multilevel structural equation modelling (PDF file)(link is external). Psychometrika 69, 167-190.
Patel, V., Chisholm, D., Rabe-Hesketh, S., Dias-Saxena, F., Andrew, G., Mann, A. (2003). The treatment of Common Mental Disorders in a Developing Country: A randomized controlled trial of the efficacy and cost-effectiveness of antidepressant and psychological treatments in general health care from Goa, India. The Lancet 361, 33-39.
Rabe-Hesketh, S., Skrondal, A. and Pickles, A. (2002). Reliable estimation of generalised linear mixed models using adaptive quadrature(link is external). The Stata Journal 2, 1-21.
Rabe-Hesketh, S. and Skrondal, A. (2001). Parameterization of multivariate random effects models for categorical data (PDF file)(link is external). Biometrics 57, 1256-1264.
Wright, C. W., Rabe-Hesketh, S., Woodruff, P. W. R., David, A. S., Murray, R. M., Bullmore, E. T. Meta-Analysis of Regional Brain Volumes in Schizophrenia (2000). The American Journal of Psychiatry 157, 1-25.
Selected Book Chapters
(out of 14)
Rabe-Hesketh, S. and Skrondal, A. (forthcoming). Generalized linear latent and mixed models. In van der Linden, W. J. and Hambleton, R. K. Handbook of Item Response Theory: Models, Statistical Tools, and Applications. Boca Raton, FL: Chapman \& Hall/CRC Press, volume 1, chapter 30.
Rabe-Hesketh, S., Skrondal, A. and Zheng, X. (2012). Generalized multilevel structural equation modeling. In Hoyle, R. (Ed.). Handbook of Structural Equation Modeling. Guilford Press, pp. 512-531.
Rabe-Hesketh, S. and Skrondal, A. (2010). Generalized linear mixed models (PDF file)(link is external). Penelope Peterson, Eva Baker, Barry McGaw (Eds.). International Encyclopedia of Education (Third Edition). Oxford: Elsevier, volume 7, pp. 171-177.
Rabe-Hesketh, S. and Skrondal, A. (2009). Generalized linear mixed effects models. In G. Fitzmaurice, M. Davidian, G. Verbeke and G. Molenberghs (eds.). Longitudinal Data Analysis. Boca Raton, FL: Chapman & Hall/CRC, pp. 79-106.
Bollen, K., Rabe-Hesketh, S. and Skrondal, A. (2008). Structural equation models. In Box-Steffensmeier, J. M., Brady, H. and Collier, D. (eds.) Oxford Handbook on Political Science. Oxford: Oxford University Press, pp. 432-455.
Skrondal, A. and Rabe-Hesketh, S. (2007). Multilevel and related models for longitudinal data (PDF file)(link is external). In de Leeuw, J. and Meijer. E. (eds.). Handbook of Multilevel Analysis. New York: Springer, pp. 275-299.