Research Courses and Workshops
Multilevel and longitudinal modeling. Two-day course for the National Centre for Research Methods,
University of London, UK, 2011.
Applied longitudinal data analysis. Three-day course at the University
of Oslo School in Biostatistics, Oslo, Norway, 2010.
Multilevel and longitudinal modeling. Two-day course for the National Centre for Research Methods,
University of London, UK, 2010.
Multilevel and longitudinal modeling. Two-day course for the National Centre for Research Methods,
University of London, UK, 2009.
Multilevel modelling of longitudinal survey data. Course at the
XXV International Methodology Symposium, Statistics Canada, Ottawa, Canada, 2009.
Generalized linear latent and mixed models. Course at the XXIVth International Biometric Conference, Dublin, Ireland, 2008.
Generalized linear latent and mixed models. Course at the
Annual Meeting of the Norwegian Statistical Association, Tromso, Norway, 2007.
Multilevel Modeling using Stata. Course at the 2006
Summer Update Program in Public Health and Epidemiology, Instituto
Nacional de Salud Pública, Cuernavaca, Mexico, 2006
Generalized linear latent and mixed models. Course at the Joint Statistical Meetings
2006 (sponsored by the Biometrics Section of the
American Statistical Association), Seattle, USA, 2006
Multilevel Modelling for Longitudinal Survey Data. Course at MOLS 2006: Methodology of Longitudinal Surveys .
University of Essex, Colchester, UK, 2006.
Generalized linear latent and mixed models. Course at the Biennial Conference of the
"Fachgruppe Methoden und Evaluation" of the German Psychological
Society. University of Münster, Germany, 2005.
Generalized linear latent and mixed models. Course at SAMSI (Statistical and Applied
Mathematical Sciences Institute) theme year on Latent
Variable Models in the Social Sciences. Research Triangle Park, NC,
USA, 2005
Generalized latent variable modeling. Tutorial at the Workshop on
Latent Variable Models and Complex Survey Data, part of the SAMSI theme year on Latent
Variable Models in the Social Sciences. Montreal, Canada, 2005
Generalized linear latent and mixed models. Course at the 2005
ICSA Applied Statistics Symposium, International Chinese Statistical
Association, Washington, USA, 2005
Multilevel Modeling using Stata program gllamm. Course at the 2005
Summer Update Program in Public Health and Epidemiology, Instituto
Nacional de Salud Pública, Cuernavaca, Mexico, 2005
Generalized linear latent and mixed models. Course at the North American Stata Users
Meeting 2004, Boston, USA, 2004
Generalized linear latent and mixed models. Course at the Joint Statistical Meetings
2004 (sponsored by the Biometrics Section of the
American Statistical Association), Toronto, Canada, 2004
Generalized linear latent and mixed modeling. Course at the International Workshop on
Statistical Modelling, Florence, Italy, 2004
Multilevel and latent variable modeling of discrete data. Course at the
2004
Annual Meeting of the Psychometric Society, Pacific Grove, USA, 2004
Analysis of repeated measurements and multilevel data. Course at the 2003 Conference of
the Norwegian Epidemiological Association, Oslo, Norway, 2003
Multilevel and latent variable modeling using gllamm. Preconference
Course, 2003 International
Biometric Society Meeting, Uppsala, Sweden, 2003
Books on Statistics
Rabe-Hesketh, S. and Skrondal, A. (2012). Multilevel
and Longitudinal Modeling using Stata (Third Edition).
Volume I: Continuous Responses.
College Station, TX: Stata Press.
Rabe-Hesketh, S. and Skrondal, A. (2012). Multilevel
and Longitudinal Modeling using Stata (Third Edition).
Volume II: Categorical Responses, Counts, and Survival.
College Station, TX: Stata Press.
Skrondal, A. and Rabe-Hesketh, S. (2011).
Generalized Latent Variable Modeling: Multilevel, Longitudinal and Structural Equation Models [Chinese translation].
Chongqing: Chongqing University Press, 2011.
Everitt, B.S. and Skrondal, A. (2010).
The Cambridge Dictionary of Statistics (Fourth Edition). Cambridge: Cambridge University Press.
Skrondal, A. and Rabe-Hesketh, S. (Eds.) (2010).
Multilevel Modeling (Vol. I) -- Linear Multilevel Models: Model Formulation.
SAGE Benchmarks in Social Research Methods. London: Sage.
Skrondal, A. and Rabe-Hesketh, S. (Eds.) (2010).
Multilevel Modeling (Vol. II) -- Linear Multilevel Models: Inference, Diagnostics and Design.
SAGE Benchmarks in Social Research Methods. London: Sage.
Skrondal, A. and Rabe-Hesketh, S. (Eds.) (2010).
Multilevel Modeling (Vol. III) -- Multilevel Generalized Linear Models.
SAGE Benchmarks in Social Research Methods. London: Sage.
Skrondal, A. and Rabe-Hesketh, S. (Eds.) (2010).
Multilevel Modeling (Vol. IV) -- Complex Models and Issues.
SAGE Benchmarks in Social Research Methods. London: Sage.
Rabe-Hesketh, S. and Skrondal, A. (2008). Multilevel and
Longitudinal Modeling using Stata (Second Edition). College Station, TX: Stata Press.
Rabe-Hesketh, S. and Skrondal, A. (2005). Multilevel and
Longitudinal Modeling using Stata. College Station, TX: Stata Press.
Skrondal, A. and Rabe-Hesketh, S. (2004). Generalized latent
variable modeling: Multilevel, longitudinal and structural equation
models. Boca Raton, FL: Chapman & Hall/CRC.
Skrondal, A. (1996). Latent Trait, Multilevel and Repeated
Measurement Modeling with Incomplete Data of Mixed Measurement Levels.
Oslo: UiO.
Statistical Publications since 2000
Breinegaard, N., Rabe-Hesketh. S. and Skrondal, A. (2015).
The transition model test for serial dependence in mixed-effects models for binary data.
Statistical Methods in Medical Research, in press.
Andersen, P.K. and Skrondal, A. (2015).
A competing risk approach to "biologic" interaction.
Lifetime Data Analysis, 21, 300-314.
get
Rabe-Hesketh. S. and Skrondal, A. (2015).
Generalized linear latent and mixed models. In W.J. van der Linden (ed.)
Handbook of Item Response Theory: Models, Statistical Tools, and Applications (Vol. I).
Boca Raton: CRC Press, in press.
Rabe-Hesketh. S. and Skrondal, A. (2015).
gllamm. In W.J. van der Linden (ed.)
Handbook of Item Response Theory: Models, Statistical Tools, and Applications (Vol. III).
Boca Raton: CRC Press, in press.
Bates, M., Castellano, K. F., Rabe-Hesketh. S. and Skrondal, A. (2014).
Handling correlations between covariates and random slopes in multilevel models.
Journal of Behavioral and Educational Statistics, 39, 524-549.
get
Castellano, K. F., Rabe-Hesketh. S. and Skrondal, A. (2014).
Composition, context, and endogeneity in school and teacher comparisons.
Journal of Behavioral and Educational Statistics, 39, 333-367.
get
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.
get
.
Skrondal, A. (2014).
Much ado about interactions.
Epidemiology, 25, 723-726.
get.
Skrondal, A. and Rabe-Hesketh. S. (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, 63, 211-237.
get.
Rabe-Hesketh. S. and Skrondal, A. (2013).
Avoiding biased versions of Wooldridge's simple solution to the initial conditions problem.
Economics Letters, 120, 346-349.
get.
Skrondal, A. and Kuha, J. (2012).
Improved regression calibration.
Psychometrika, 77, 649-669.
get.
Skrondal, A. and Rabe-Hesketh. S. (2012).
Generalized linear latent and mixed models. In Veierod, M., Lydersen, S., and Laake, P. (ed.)
Statistical Methods in Clinical and Epidemiological Research.
Oslo: Gyldendal Akademisk, pp. 289-329.
Rabe-Hesketh. S., Skrondal, A. and Zheng, X. (2012).
Multilevel structural equation modeling. In Hoyle, R. (ed.)
Handbook of Structural Equation Modeling.
New York: Guilford, pp. 512-531.
Rabe-Hesketh, S. and Skrondal, A. (2012). Multilevel
and Longitudinal Modeling using Stata (Third Edition).
Volume I: Continuous Responses.
College Station, TX: Stata Press.
Rabe-Hesketh, S. and Skrondal, A. (2012). Multilevel
and Longitudinal Modeling using Stata (Third Edition).
Volume II: Categorical Responses, Counts, and Survival.
College Station, TX: Stata Press.
Everitt, B.S. and Skrondal, A. (2010).
The Cambridge Dictionary of Statistics (Fourth Edition). Cambridge: Cambridge University Press.
Andersen, P.K. and Skrondal, A. (2010).
Biological interaction from a statistical point of view.
Research Report 10/1, Department of Biostatistics, University of Copenhagen.
Rabe-Hesketh, S. and Skrondal, A. (2010). Probit model. In
Everitt, B. and Palmer, C. (ed.) Encyclopedic Companion to Medical
Statistics (Second Edition). New York: Wiley.
Skrondal, A. and Rabe-Hesketh, S. (2010). Clustered binary data.
In Everitt, B. and Palmer, C. (ed.) Encyclopedic Companion to Medical
Statistics (Second Edition). New York: Wiley.
Skrondal, A. and Rabe-Hesketh, S. (2010). Random effects models
for discrete longitudinal data. In Everitt, B. and Palmer, C. (ed.)
Encyclopedic Companion to Medical Statistics (Second Edition). New York: Wiley.
Skrondal, A. and Rabe-Hesketh, S. (2010). Generalized Estimating
Equations. In Everitt, B. and Palmer, C. (ed.) Encyclopedic Companion
to Medical Statistics (Second Edition). New York: Wiley.
Rabe-Hesketh, S. and Skrondal, A. (2010).
Generalized linear mixed models. Penelope Peterson, Eva Baker, Barry McGaw (Eds.),
International Encyclopedia of Education (Third Edition).
Oxford: Elsevier, volume 7, pp. 171-177.
Skrondal, A. and Rabe-Hesketh, S. (Eds.) (2010).
Multilevel Modeling (Vol. II) -- Linear Multilevel Models: Inference, Diagnostics and Design.
SAGE Benchmarks in Social Research Methods. London: Sage.
Skrondal, A. and Rabe-Hesketh, S. (Eds.) (2010).
Multilevel Modeling (Vol. III) -- Multilevel Generalized Linear Models.
SAGE Benchmarks in Social Research Methods. London: Sage.
Skrondal, A. and Rabe-Hesketh, S. (Eds.) (2010).
Multilevel Modeling (Vol. IV) -- Complex Models and Issues.
SAGE Benchmarks in Social Research Methods. London: Sage.
Skrondal, A. and Rabe-Hesketh, S. (2009).
Rabe-Hesketh, S. and Skrondal, A. (2009).
Generalized linear mixed effects models
