Estimating Reliability and Generalizability from Hierarchical Biomedical Data

REFERENCES

• Aerts , M. , Geys , H. , Molenberghs , G. , Ryan , L. ( 2002 ). Topics in Modelling of Clustered Data . London : Chapman & Hall .
   Google Scholar
• Alonso , A. , Geys , H. , Molenberghs , G. , Vangeneugden , T. ( 2002 ). Investigating the criterion validity of psychiatric symptom scales using surrogate marker validation methodology . Journal of Biopharmaceutical Statistics 12 : 161 – 179 .
   PubMedGoogle Scholar
• Ashford , J. R. , Sowden , R. R. ( 1970 ). Multivariate probit analysis . Biometrics 26 : 535 – 546 .
   PubMed Web of Science ®Google Scholar
• Bahadur , R. R. ( 1961 ). A representation of the joint distribution of responses to n dichotomous items . In: H. Solomon ed. Studies in Item Analysis and Prediction . Stanford Mathematical Studies in the Social Sciences VI . Stanford , CA : Stanford University Press .
   Google Scholar
• Bartko J. J. ( 1966 ). The intraclass correlation coefficient as a measure of reliability . Psychological Reports 19 : 3 – 11 .
   PubMed Web of Science ®Google Scholar
• Bell , M. , Milstein , R. , Beam-Goulet , J. , Lysaker , P. , Cicchetti , D. ( 1992 ). The positive and negative syndrome scale and the brief psychiatric rating scale: reliability, comparability, and predictive validity . Journal of Nervous & Mental Disease 180 : 723 – 728 .
   PubMed Web of Science ®Google Scholar
• Blin O. , Azorin J. M. , Bouhours , P. ( 1996 ). Antipsychotic and anxiolytic properties of risperidone, haloperidol, and methotrimeprazine in schizophrenic patients . Journal of Clinical Psychopharmacology 16 : 38 – 44 .
   PubMed Web of Science ®Google Scholar
• Breslow , N. E. , Clayton , D. G. ( 1993 ). Approximate inference in generalized linear mixed models . Journal of American Statistical Association 88 : 9 – 25 .
   Web of Science ®Google Scholar
• Chouinard , G. , Jones , B. , Remington , G. ( 1993 ). A Canadian multicenter placebo-controlled study of fixed doses of risperidone and haloperidol in the treatment of chronic schizophrenic patients . Journal of Clinical Pshychopharmacology 13 : 25 – 40 .
   PubMed Web of Science ®Google Scholar
• Cronbach , L. J. , Rajaratnam , N. , Gleser , G. C. ( 1963 ). Theory of generalizability: a liberalization of reliability theory . British Journal of Statistical Psychology 16 : 137 – 163 .
   Web of Science ®Google Scholar
• Declerck , L. , Aerts , M. , Molenberghs , G. ( 1998 ). Behaviour of the likelihood ratio test statistic under a Bahadur model for exchangeable binary data . Journal of Statistical Computations and Simulations 61 : 15 – 38 .
   Web of Science ®Google Scholar
• Diggle , P. J. , Heagerty , P. , Liang , K. Y. , Zeger , S. L. ( 2002 ). Analysis of Longitudinal Data. , 2nd ed. Oxford : Clarendon Press .
   Google Scholar
• Dunn , G. ( 1989 ). Design and Analysis of Reliability Studies: The Statistical Evaluation of Measurement Errors . London : Arnold .
   Google Scholar
• Fahrmeir , L. , Tutz , G. ( 2001 ). Multivariate Statistical Modeling Based on Generalized Linear Models. , 2nd ed. New York : Springer .
   Google Scholar
• Fleiss , J. L. ( 1981 ). Statistical Methods for Rates and Proportions . New York : John Wiley .
   Google Scholar
• Fleiss , J. L. ( 1986 ). Design and Analysis of Clinical Experiments . New York : John Wiley .
   Google Scholar
• Hoyberg , O. J. , Fensbo , C. , Remvig , J. , Lingjaerde , O. , Sloth-Nielsen , M. , Salvesen , I. (1993). Risperidone versus perphenazine in the treatment of chronic schizophrenic patients with acute exacerbations. Acta Psychiatrica Scandinavica 88:395–402.
   PubMed Web of Science ®Google Scholar
• Huttunen , M. O. , Piepponen , T. , Rantanen , H. , Larmo , L. , Nyholm , R. , Raitasuo , V. ( 1995 ). Risperidone versus zuclopenthixol in the treatment of acute schizophrenic episodes: a double-blind parallel-group trial . Acta Psychiatrica Scandinavica 91 : 271 – 277 .
   PubMed Web of Science ®Google Scholar
• Kay , S. R. , Fiszbein , A. , Opler , L. A. ( 1987 ). The positive and negative syndrome scale (PANSS) for schizophrenia . Schizophrenia Bulletin 13 : 261 – 276 .
   PubMed Web of Science ®Google Scholar
• Kay , S. R. , Opler , L. A. , Lindenmayer , J. P. ( 1988 ). Reliability and validity of the positive and negative syndrome scale for schizophrenics . Psychiat Res 23 : 99 – 110 .
   PubMed Web of Science ®Google Scholar
• Laird , N. M. , Ware , J. H. ( 1982 ). Random effects models for longitudinal data . Biometrics 38 : 963 – 974 .
   PubMed Web of Science ®Google Scholar
• Liang , K. Y. , Zeger , S. L. ( 1986 ). Longitudinal data analysis using generalized linear models . Biometrika 73 : 13 – 22 .
   Web of Science ®Google Scholar
• Liang , K. Y. , Zeger , S. L. , Qaqish , B. ( 1992 ). Multivariate regression analyses for categorical data . Journal of the Royal Statistical Society, Series B 54 : 3 – 40 .
   Google Scholar
• Little , R. J. A. , Rubin , D. B. ( 2002 ). Statistical Analysis with Missing Data. , 2nd ed. New York : John Wiley .
   Google Scholar
• Marder , S. R. , Meibach , R. C. ( 1994 ). Risperidone in the treatment of schizophrenia . American Journal of Psychiatry 151 : 825 – 835 .
   PubMed Web of Science ®Google Scholar
• Molenberghs , G. , Verbeke , G. ( 2005 ). Models for Discrete Longitudinal Data . New York : Springer .
   Google Scholar
• Peralta , V. , Cuesta , M. J. ( 1994 ). Psychometric properties of the positive and negative syndrome scale (PANSS) in schizophrenia . Psychiatric Research 53 : 31 – 40 .
   PubMed Web of Science ®Google Scholar
• Peuskens , J. The Risperidone Study Group (1995). Risperidone in the treatment of chronic schizophrenic patients: a multinational, multicentre, double-blind, parallel-group study versus haloperidol . British Journal of Psychiatry 166 : 712 – 726 .
   PubMedGoogle Scholar
• Shavelson , R. J. , Webb , N. M. , Rowley , G. L. ( 1989 ). Generalizability theory . American Psychologist 44 : 922 – 932 .
   Web of Science ®Google Scholar
• Shrout , P. E. , Fleiss , J. L. ( 1979 ). Intraclass correlations: uses in assessing interrater reliability . Psychological Bulletin 86 : 420 – 428 .
   PubMed Web of Science ®Google Scholar
• Skellam , J. G. ( 1948 ). A probability distribution derived from the binomial distribution by regarding the probability of success as variable between the sets of trials . Journal of the Royal Statistical Society, Series B 10 : 257 – 261 .
   Google Scholar
• Streiner , D. L. , Norman , G. R. ( 1995 ). Health Measurement Scales . Oxford University Press .
   Google Scholar
• Stratford P. ( 1989 ). Consistency or differentiating among subjects? Physical Therapy 69 : 299 – 300 .
   PubMed Web of Science ®Google Scholar
• Tisak , J. , Tisak , M. S. ( 1996 ). Longitudinal models of reliability and validity: A latent curve approach . Applied Psychological Measurement 20 : 275 – 288 .
   Web of Science ®Google Scholar
• Vangeneugden , T. , Laenen , A. , Geys , H. , Renard , D. , Molenberghs , G. ( 2004 ). Applying linear mixed models to estimate reliability in clinical trial data with repeated measurements . Controlled Clinical Trials 25 : 13 – 30 .
   PubMedGoogle Scholar
• Vangeneugden , T. , Laenen , A. , Geys , H. , Renard , D. , Molenberghs , G. ( 2005 ). Applying concepts of generalizability theory on clinical trial data to investigate sources of variation and their impact on reliability . Biometrics 61 : 295 – 304 .
   PubMed Web of Science ®Google Scholar
• Vangeneugden , T. , Laenen , A. , Geys , H. , Renard , D. , Molenberghs , G. ( 2006 ). Marginal correlation in longitudinal binary data based on generalized linear mixed models . Submitted for publication .
   Google Scholar
• Verbeke , G. , Molenberghs , G. ( 2000 ). Linear Mixed Models for Longitudinal Data . New York : Springer .
   Google Scholar
• Wiley , D. E. , Wiley , J. A. ( 1970 ). The estimation of measurement error in panel data . American Sociological Review 35 : 112 – 117 .
   Web of Science ®Google Scholar