ANDERS SKRONDAL




 


Summary | News | Recent books | Contact details | Fields of interest | GLLAMM | Honours | Professional service | Teaching | Research courses | Keynote lectures | Books | Statistical publications | Research monographs | Applied publications | Societies


 

Summary

Anders Skrondal's current positions are:

Skrondal's research interests include topics in biostatistics, social statistics and psychometrics.

Recently, he has concentrated on collaborative work on the development of the Generalized Linear Latent and Mixed Model (GLLAMM) framework. Outcomes of this project include numerous papers published in (bio)statistical, psychometric and econometric journals as well as two recent bestselling books; "Generalized Latent Variable Modeling: Multilevel, Longitudinal and Structural Equation Models" published by Chapman & Hall/CRC in 2004 and "Multilevel and Longitudinal Modeling using Stata" published by Stata Press in 2005 and 2008 (Second Edition).

He is also involved in numerous collaborative projects within medical, social and behavioural research.

Skrondal has published in about 50 different peer-reviewed journals.

 

News

Multilevel and Longitudinal Modeling Using Stata

Rabe-Hesketh, S. and Skrondal, A. (2008).
Multilevel and Longitudinal Modeling using Stata (Second Edition).
College Station, TX: Stata Press.
Link to book

 

Recent Bestselling Books

  • The comprehensive practical introduction to analysing multilevel and longitudinal data:

    Rabe-Hesketh, S. and Skrondal, A. (2008).
    Multilevel and Longitudinal Modeling using Stata (Second Edition).
    College Station, TX: Stata Press.
    Link to book

  • The standard reference on modern latent variable modelling:
    Skrondal, A. and Rabe-Hesketh, S. (2004). Generalized Latent Variable Modeling: Multilevel, Longitudinal and Structural Equation Models.
    Boca Raton, FL: Chapman & Hall/CRC.
    Reviews
    Table of Contents
    Datasets and do-files
    Remarks and corrections

 

Contact Details

Department of Statistics
London School of Economics

Houghton Street
London WC2A 2AE
UK

Tel: (+44) 207 955 6812
Fax: (+44) 207 955 7416
Email: a.skrondal@lse.ac.uk

 

Fields of Interest

  • Multilevel modelling
  • Latent variables
  • Modelling longitudinal data
  • Missing data
  • Psychometrics
  • Microeconometrics
  • Analytical epidemiology

 

GLLAMM

Generalised Linear Latent And Mixed Models include a large variety of multilevel latent variable models including generalised linear mixed models, multilevel factor models or latent trait models, multilevel structural equation models and ordered latent class models. Sophia Rabe-Hesketh has written a Stata program, gllamm, to estimate these models as part of joint work with me. Click here to find out more or to download the gllamm program files.

 

Award and Honours

1997 Psychometric Society Dissertation Prize.

Elected member of the Editorial Council for Psychometrika.

Elected member of the International Statistical Institute.

Elected member of the Research Section Committee of the Royal Statistical Society.

 

Professional Service

Editor of Statistical Methods in Medical Research.

Editor of the Chapman & Hall/CRC book series Statistics in the Social and Behavioral Sciences

Associate Editor of Journal of the Royal Statistical Society, Series A.(2005-2008)

Section Editor for 'Longitudinal and Multilevel Modelling' in Encyclopaedia of Statistics in Behavioral Science, Wiley 2005.

Elected member of the Editorial Council for Psychometrika (6 year term)

Elected member of the Research Section Committee of the Royal Statistical Society (Screening papers to be Read in the Royal Statistical Society)

Member of the international expert panel evaluating the Department of Finance, Copenhagen Business School

Member of scientific committees for international conferences

Reviewer of research proposals and/or research programs for UK Medical Research Council (MRC), UK Economic and Social Research Council (ESRC), US National Science Foundation (NSF) and other funding bodies

 

Teaching Lent Term 2008

ST416 Multilevel Modelling

MI452 Quantitative Analysis II: The Generalised Linear Model

 

Forthcoming and Recent Research Courses at International Conferences

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

 

Forthcoming and Recent Keynote Lectures

Recent Advances in Multilevel Modelling, Royal Statistical Society, London, 2007.

23rd Item Response Theory Workshop (3 keynote lectures), Twente, 2007.

International Amsterdam Multilevel Conference, Amsterdam, 2007.

21st Nordic Conference on Mathematical Statistics, Rebild 2006

 

Books

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 Model with Incomplete Data of Mixed Measurement Levels. Oslo: Department of Biostatistics, University of Oslo.

 

Statistical Publications since 2000

Skrondal, A. and Rabe-Hesketh, S. (2008). Prediction in multilevel generalized linear models. Submitted for publication.

Rabe-Hesketh, S. and Skrondal, A. (2008). Classical latent variable models for medical research. Statistical Methods in Medical Research, 17, 5-32.

Skrondal, A. and Rabe-Hesketh, S. (2008). Latent variable modelling (Editorial for Special Issue). Statistical Methods in Medical Research, 17, 2-3.

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 Methodology. Oxford: Oxford University Press, to appear.

Rabe-Hesketh, S. and Skrondal, A. (2008). 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, to appear.

Skrondal, A. and Rabe-Hesketh, S. (2008). Multlevel and related models for longitudinal data. In J. de Leeuw and E. Meijer (eds.) Handbook of Multilevel Analysis. New York: Springer.

Rabe-Hesketh, S. Skrondal, A. and Gjessing, H.K. (2008). Biometrical modeling of twin and family data using standard mixed model software. Biometrics, 64, 280-288.

Skrondal, A. and Rabe-Hesketh, S. (2007). Latent variable modelling: A survey. Scandinavian Journal of Statistics, 34, 712-745.

Skrondal, A. and Rabe-Hesketh, S. (2007). Redundant overdispersion parameters in multilevel models for categorical responses. Journal of Educational and Behavioral Statistics, 32, 419-430.

Rabe-Hesketh, S. and Skrondal, A. (2007). Multilevel and latent variable modelling with composite links and exploded likelihoods. Psychometrika, 72, 123-140.

Kuha, J. and Skrondal, A. (2007). Discussion of Handcock, Raftery and Tantrum. Journal of the Royal Statistical Society, Series A, 170, 341-342.

Samuelsen, S.O., Aanestad, H. and Skrondal, A. (2007). Stratified case-cohort analysis of general cohort sampling designs. Scandinavian Journal of Statistics, 34 103-119.

Rabe-Hesketh, S., Skrondal, A. and Zheng, X. (2007). Multilevel structural equation modeling. Pages 209-227 in S.-Y. Lee (ed.) Handbook of Latent Variable and Related Models. Amsterdam: Elsevier.

Zheng, X., Rabe-Hesketh, S. and Skrondal, A. (2006). Multilevel structural equation modeling of ordinal responses. Proceedings of the American Statistical Association, 1972-1979. Alexandria, VA: American Statistical Association.

Rabe-Hesketh, S. and Skrondal, A. (2006). Multilevel modelling of complex survey data. Journal of the Royal Statistical Society, Series A, 169, 805-827.

Aamodt, G., Samuelsen, S.O. and Skrondal, A. (2006). A simulation study of three methods for detecting disease clusters. International Journal of Health Geographics, 5 15.

Dominicus, A., Skrondal, A., Gjessing, H.K., Pedersen, N. and Palmgren, J. (2006). Likelihood ratio tests in behavioral genetics: Problems and solutions. Behavior Genetics, 36, 331-340.

Samuelsen, S.O., Wisløff, T.F. and Skrondal, A. (2005). A simple correction for ties when censoring times depend on covariates. Statistics in Medicine, 24, 3111-3121.

Rabe-Hesketh, S., Skrondal, A. and Pickles, A. (2005). Maximum likelihood estimation of limited and discrete dependent variable models with nested random effects. Journal of Econometrics 128, 301-323.

Skrondal, A. and Rabe-Hesketh, S. (2005). Structural equation modeling: Categorical variables. In Everitt, B. and Howell, D. (ed.) Encyclopedia of Statistics in Behavioral Science. London: Wiley.

Skrondal, A. and Rabe-Hesketh, S. (2005). State dependence. In Everitt, B. and Howell, D. (ed.) Encyclopedia of Statistics in Behavioral Science. London: Wiley.

Rabe-Hesketh, S. and Skrondal, A. (2005). Probit model. In Everitt, B. and Palmer, C. (ed.) Encyclopedic Companion to Medical Statistics. London: Arnold.

Skrondal, A. and Rabe-Hesketh, S. (2005). Clustered binary data. In Everitt, B. and Palmer, C. (ed.) Encyclopedic Companion to Medical Statistics. London: Arnold.

Skrondal, A. and Rabe-Hesketh, S. (2005). Random effects models for discrete longitudinal data. In Everitt, B. and Palmer, C. (ed.) Encyclopedic Companion to Medical Statistics. London: Arnold.

Skrondal, A. and Rabe-Hesketh, S. (2005). Generalized Estimating Equations. In Everitt, B. and Palmer, C. (ed.) Encyclopedic Companion to Medical Statistics. London: Arnold.

Rabe-Hesketh, S., Skrondal, A. and Pickles, A. (2004). GLLAMM Manual (Second Edition). U.C. Berkeley Division of Biostatistics Working Paper Series -- Working Paper 160. Berkeley: University of California. http://www.bepress.com/ucbbiostat/paper160

Skrondal, A. and Rabe-Hesketh, S. (2004). Topics in modelling clustered data (Book review). Statistics in Medicine, 23, 3552-3553.

Rabe-Hesketh, S., Skrondal, A. and Pickles, A. (2004). Generalized multilevel structural equation modelling. Psychometrika, 69, 183-206.

Skrondal, A. and Rabe-Hesketh, S. (2004). Generalized linear latent and mixed models with composite links and exploded likelihoods. Pages 27-39 in A.Biggeri, E.Dreassi, C.Lagazio and M.Marchi (Eds.) Statistical Modelling. Firenze: Firenze University Press.

Skrondal, A. (2004). The Cambridge Dictionary of Statistics (Book review). Statistical Methods in Medical Research, 13, 239.

Samuelsen, S.O., Wisløff, T.F. and Skrondal, A. (2004). A simple correction for ties when censoring times depend on covariates. Statistical Research Report No.3, Department of Mathematics, University of Oslo. ISSN 0806-3842.

Skrondal, A. and Rabe-Hesketh, S. (2003). Multilevel logistic regression for polytomous data and rankings. Psychometrika 68 (2), 267-287.
ASCII data and Stata do-file

Rabe-Hesketh, S., Pickles, A. and Skrondal, A. (2003). Correcting for covariate measurement error in logistic regression using nonparametric maximum likelihood estimation. Statistical Modelling 3, 215-232.

Skrondal, A. (2003). Interaction as departure from additivity in case-control studies: A cautionary note. American Journal of Epidemiology 158, 251-258.

Skrondal, A. and Rabe-Hesketh, S. (2003). Generalized linear mixed models for nominal data. Proceedings of the American Statistical Association. Alexandria, VA: American Statistical Association, pp. 3931-3936.

Skrondal, A. and Rabe-Hesketh, S. (2003). Some applications of generalized linear latent and mixed models in epidemiology: repeated measures, measurement error and multilevel data. Norwegian Journal of Epidemiology 13, 265-278.

Skrondal, A. (2003). Rejection policy of books for review in the American Journal of Epidemiology (Letter to the editor). American Journal of Epidemiology, 157: 1052-1053.

Rabe-Hesketh, S., Skrondal, A. and Pickles, A. (2003). Maximum likelihood estimation of generalized linear models with covariate measurement error. The Stata Journal 3 (4), 385-410.

Rabe-Hesketh, S., Skrondal, A. and Pickles, A. (2002). Reliable estimation of generalised linear mixed models using adaptive quadrature. The Stata Journal 2, 1-21.

Rabe-Hesketh, S. and Skrondal, A. (2002). Estimating chopit models in gllamm. Technical Report, Department of Biostatistics and Computing, Institute of Psychiatry, King's College, London.

Skrondal, A. (2001). Multilevel modelling in health statistics (Book review). Statistics in Medicine 21, 1964-1966.

Skrondal, A. and Laake, P. (2001). Regression among factor scores. Psychometrika 66, 563-575.

Rabe-Hesketh, S. and Skrondal, A. (2001). Parameterization of multivariate random effects models for categorical data. Biometrics 57 (4), 1256-1264.

Rabe-Hesketh, S., Pickles, A. and Skrondal, A. (2001). GLLAMM: A class of models and a Stata program. Multilevel Modelling Newsletter. 13 (1), 17-23.

Rabe-Hesketh, S., Pickles, A. and Skrondal, A. (2001). GLLAMM Manual. Technical Report 2001/, Department of Biostatistics and Computing, Institute of Psychiatry, King's College, London. postscript file, PDF file

Skrondal, A. (2000). Design and analysis of Monte Carlo experiments: Attacking the conventional wisdom. Multivariate Behavioral Research 35, 137-167.

 

Research Monographs

Vassend, O. and Skrondal, A. (2003). Interpretation of Symptom Checklist 90 Revised (SCL-90-R). A psychometric study based on a Norwegian national sample. Oslo: Royal Norwegian Air Force Institute of Aviation Medicine.

Vassend, O. and Skrondal, A. (1996). A study of the NEO personality inventory and the five factor model. Factor models and descriptive statistics based on a Norwegian national sample. Oslo: The Norwegian Psychological Association.

 

Applied Papers

Vassend, O. and Skrondal, A. (2005). The five-factor model of personality. Language, factor structure and the problem of generalization. Submitted for publication.

Nafstad, P., Brunekreef, B., Skrondal, A. and Nystad, W. (2005). Early respiratory infections, asthma, and allergy. 10-year follow-up of the Oslo Birth Cohort. Pediatrics 116, 255-262.

Spydslaug, A., Eskild, A., Trogstad, L.I.S., Nesheim, B-I. and Skrondal, A. (2005). Recurrence risk of anal sphincter laceration. Obstetrics and Gynecology 105, 307-313.

Nafstad, P., Jaakkola, J.J., Skrondal, A. and Magnus, P. (2005). Day-care center characteristics and children's respiratory health. Indoor Air 15 (2), 69-75.

Krokstad, S., Magnus, P., Skrondal, A. and Westin, S. (2004). The importance of social characteristics of communities for the medically based disability pension. European Journal of Public Health, 14, 406-412.

Trogstad, L.I.S., Skrondal, A., Magnus, P., Eskild, A. and Stoltenberg, C. (2004). Recurrence risk of preclampsia in twin and singleton pregnancies. American Journal of Medical Genetics, 126, 41-45.

Eberhard-Gran, M., Eskild, A., Tambs, K. and Skrondal, A. (2004). The risk of depression in the postpartum period as compared to the pregnancy period and the first postnatal year. Journal of Psychosomatic Obstetrics & Gynecology, 25, 15-21.

Eberhardt-Gran, M., Tambs, K., Opjordsmoen S., Skrondal, A. and Eskild, A. (2003). A comparison of anxiety and depressive symptomatology in postpartum and non-postpartum women. Social Psychiatry and Psychiatric Epidemiology 38, 551-556.

Oftedal, B., Nafstad, P., Bjorkly, S., Magnus, P. and Skrondal, A. (2003). Reduction in ambient benzene level - reduced health risk?. European Journal of Epidemiology 18, 671-675.

Vangen, S., Stray-Pedersen, B., Skrondal, A., Magnus, P. and Stoltenberg, C. (2003). High risk of caesarean section among ethnic Filipinos. Acta Obstetrica et Gynecologica Scandinavica 82, 192-193.

Nafstad, P., Skrondal, A. and Bjertness, E. (2001). Mortality and temperature in Oslo, Norway, 1990-1995. European Journal of Epidemiology 17, 621-627.

Magnus, P., Gjessing, H.K., Skrondal, A. and Skjaerven, R. (2001). The paternal contribution to birth weight. Journal of Epidemiology and Community Health 55, 873-877.

Jaakkola, J., Magnus, P., Skrondal, A., Hwang, B.F., Bechger, G. and Dybing, E. (2001). Fetal growth and gestational age in relation to water chlorination practice. Occupational and Enviromental Medicine 58, 437-442.

Eskild, A., Jenum, P., Hagen, J., Jeansson, S. and Skrondal, A. (2000). Herpes simplex virus Type-2 antibodies: The impact of the stage of pregnancy. Epidemiology & Infection 125, 685-692.

Vangen, S., Stoltenberg, C., Skrondal, A., Magnus, P., and Stray-Pedersen, B. (2000). Cesarean section, impact of foeto-pelvic disproportion and other risk factors. A study of immigrants and the indigenous population of Norway 1986-95. Acta Obstetrica et Gynecologica Scandinavica 79, 553-558.

Magnus, P., Jaakkola, J., Skrondal, A., Alexander, J., Bechger, G., Krogh, T. and Dybing, E. (2000). Water chlorination and birth defects. Obstetrical & Gynecological Survey 55, 134-135.

Skrondal, A., Eskild, A. and Thorvaldsen, J. (2000). Changes in condom use after HIV diagnosis. Scandinavian Journal of Public Health 28, 71-76.

Hagen, J., Nafstad, P., Skrondal, A., Bjorkly, S. and Magnus, P. (2000). Associations between outdoor air pollutants and hospitalization for respiratory diseases. Epidemiology 11, 136-140.

Pedersen, W. and Skrondal, A. (1999). Ecstacy and new patterns of drug use: A normal population study. Addiction 94, 1695-1706.

Jensen, J., Aslesen, T., Skrondal, A. and Jebens, E. (1999). Enhanced glycogen concentration increases adrenaline-mediated glycogen phosphorylase activation in rat soleus muscle. Biochimica et Biophysica Acta 1472, 215-222.

Vassend, O. and Skrondal, A. (1999). The role of Negative Affectivity in self-assessment of health. A structural equation approach. Journal of Health Psychology 4, 465-482.

Magnus, P., Jaakkola, J., Skrondal, A., Alexander, J., Bechger, G., Krogh, T. and Dybing, E. (1999). Water chlorination and birth defects: A nationwide registry based study. Epidemiology 10, 513-517.

Nystad, W., Skrondal, A., and Magnus, P. (1999). Day care attendance, recurrent respiratory tract infections and asthma. International Journal of Epidemiology 28, 882-887.

Vassend, O. and Skrondal, A. (1999). The problem of structural indeterminacy in multidimensional symptom report instruments. The case of SCL-90-R. Behaviour Research and Therapy 37, 685-701.

Stoltenberg, C., Magnus, P., Skrondal, A., Lie, R.T. (1999). Consanguinity and recurrence risk of stillbirth and infant death. American Journal of Public Health 89, 517-523.

Stoltenberg, C., Magnus, P., Skrondal, A., Lie, R.T. (1999). Consanguinity and recurrence risk of birth defects. A population based study. American Journal of Medical Genetics 82, 423-428.

Nystad, W., Skrondal, A., Njaa, F., Hetlevik, O., Carlsen, K.H. and Magnus, P. (1998). Recurrent respiratory tract infections during the first three years of life and atopy in school age. Allergy 53, 1189-1194.

Lund, K.E, Skrondal, A., Verio, H. and Helgason, A.R. (1998). To what extent do parents strive to protect their children from enviromental tobacco smoke in the Nordic countries? A population based study. Tobacco Control 26, 56-60.

Lund, K.E, Skrondal, A., Verio, H. and Helgason, A.R. (1998). Children's residential exposure to enviromental tobacco smoke varies greatly between the Nordic countries. Scandinavian Journal of Social Medicine 26, 115-120.

Olsen, A.O., Dillner, J., Skrondal, A. and Magnus, P. (1998). Combined effect of smoking and human papillomavirus type 16 in cervical carcinogenesis. Epidemiology 9, 346-349.

Pedersen, W. and Skrondal, A. (1998). Alcohol consumption debut: Predictors and consequences. Journal of Studies on Alcohol 59, 32-42.

Vassend, O. and Skrondal, A. (1997). Validation of the NEO personality inventory and the five factor model. Can findings from exploratory and confirmatory factor analysis be reconciled? European Journal of Personality 11, 147-166.

Horven-Wigers, S., Skrondal, A., Finset, A. and Gotestam, K. (1997). Measuring change in fibromyalgic pain: The relevance of pain distribution. Journal of Musculoskeletal Pain 5, 29-41.

Lavik, N.J., Hauff, E., Solberg, O. and Skrondal, A. (1996). Mental disorder among refugees and the impact of persecution and exile: Some findings from an outpatient population. British Journal of Psychiatry 169, 726-732.

Pedersen, W. and Skrondal, A. (1996). Alcohol and sexual victimization: A longitudinal study of norwegian girls. Addiction 91, 565-581.

Vassend, O. and Skrondal, A. (1995). Factor analytic studies of the NEO personality inventory and the five-factor model: The problem of high structural complexity and conceptual indeterminacy. Personality and Individual Differences 19, 135-147.

 

Societies

Fellow of the Royal Statistical Society

Member of the International Statistical Institute

Member of the International Biometric Society

Member of the Psychometric Society

Member of the American Statistical Association