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Application and Case Study

Analysis of Repeated Ordered Categorical Outcomes with Possibly Missing Observations and Time-Dependent Covariates

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Pages 631-637 | Received 01 Mar 1985, Published online: 12 Mar 2012

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Read on this site (16)

Wei Tian & Stewart J. Anderson. (2000) Markov chain models for multivariate repeated binary data analysis. Communications in Statistics - Simulation and Computation 29:4, pages 1001-1019.
Read now
Mary Jane Emond, John Ritz & David Oakes. (1997) Bias in gee estimates from misspecified models for longitudinal data. Communications in Statistics - Theory and Methods 26:1, pages 15-32.
Read now
MichaelR. Kosorok & Wei-Hsiung Chao. (1996) The Analysis of Longitudinal Ordinal Response Data in Continuous Time. Journal of the American Statistical Association 91:434, pages 807-817.
Read now
Robert Crouchley. (1995) A Random-Effects Model for Ordered Categorical Data. Journal of the American Statistical Association 90:430, pages 489-498.
Read now
Zvi Gilula & ShelbyJ. Haberman. (1994) Conditional Log-Linear Models for Analyzing Categorical Panel Data. Journal of the American Statistical Association 89:426, pages 645-656.
Read now
CharlesE. McCulloch. (1994) Maximum Likelihood Variance Components Estimation for Binary Data. Journal of the American Statistical Association 89:425, pages 330-335.
Read now
Huiman X. Barnhart & Allan R. Sampson. (1994) Overview of multinomial models for ordinal data. Communications in Statistics - Theory and Methods 23:12, pages 3395-3416.
Read now
Taesung Park. (1994) Multivariate regression models for discrete and continuous repeated measurements. Communications in Statistics - Theory and Methods 23:6, pages 1547-1564.
Read now
Teasung Park. (1993) Equivalence of maximum likelihood estimation and iterative two-stage estimation for seemingly unrelated regression models. Communications in Statistics - Theory and Methods 22:8, pages 2285-2296.
Read now
C.V. Damaraju. (1993) Category-specific covariate effects in longitudinal study designs. Communications in Statistics - Theory and Methods 22:5, pages 1441-1469.
Read now
Jae Won Lee & DavidL. Demets. (1992) Sequential Rank Tests with Repeated Measurements in Clinical Trials. Journal of the American Statistical Association 87:417, pages 136-142.
Read now
M. G. Kenward & B. Jones. (1992) Alternative approaches to the analysis of binary and categorical repeated measurements. Journal of Biopharmaceutical Statistics 2:2, pages 137-170.
Read now
. (1992) 4.2.1 Analysis of serial measurements in clinical practice. Comments. Scandinavian Journal of Clinical and Laboratory Investigation 52:sup208, pages 123-125.
Read now
GaryG. Koch, Catherine Tangen, Gail Tudor & MauraE. Stokes. (1990) Discussion: Strategies and Issues for the Analysis of Ordered Categorical Data From Multifactor Studies in Industry. Technometrics 32:2, pages 137-149.
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Stuart R. Lipsitz, Nan M. Laird & David P. Harrington. (1990) Using the jackknife to estimate the variance of regression estimators from repeated measures studies. Communications in Statistics - Theory and Methods 19:3, pages 821-845.
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GregoryJ. Carr, KerryB. Hafner & GaryG. Koch. (1989) Analysis of Rank Measures of Association for Ordinal Data from Longitudinal Studies. Journal of the American Statistical Association 84:407, pages 797-804.
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Articles from other publishers (57)

Yun Joo Yoo, Lei Sun, Julia G. Poirier, Andrew D. Paterson & Shelley B. Bull. (2016) Multiple linear combination (MLC) regression tests for common variants adapted to linkage disequilibrium structure. Genetic Epidemiology 41:2, pages 108-121.
Crossref
Kung-Jong Lui. (2016) Testing Equality in Ordinal Data with Repeated Measurements: A Model-Free Approach. The International Journal of Biostatistics 12:2.
Crossref
S. Mahmoud Taheri, Fatemeh Salmani, Alireza Abadi & Hamid Alavi Majd. (2016) A transition model for fuzzy correlated longitudinal responses. Journal of Intelligent & Fuzzy Systems 30:3, pages 1265-1273.
Crossref
Mark P. Becker. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Charles S. Davis. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Jane F. Pendergast, Stephen J. Gange & Mary J. Lindstrom. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Marie-José Martinez & John P. Hinde. 2014. Statistical Modelling in Biostatistics and Bioinformatics. Statistical Modelling in Biostatistics and Bioinformatics 45 58 .
Brajendra C. SutradharBrajendra C. Sutradhar. 2014. Longitudinal Categorical Data Analysis. Longitudinal Categorical Data Analysis 1 6 .
Edward J. Mascha & Peter B. Imrey. (2010) Factors affecting power of tests for multiple binary outcomes. Statistics in Medicine 29:28, pages 2890-2904.
Crossref
Alan Agresti. 2010. Analysis of Ordinal Categorical Data. Analysis of Ordinal Categorical Data 359 388 .
John Whitehead, Michael Branson & Susan Todd. (2010) A combined score test for binary and ordinal endpoints from clinical trials. Statistics in Medicine 29:5, pages 521-532.
Crossref
Wei‐Hsiung Chao & Su‐Hua Chen. (2009) A Stochastic Regression Model for General Trend Analysis of Longitudinal Continuous Data. Biometrical Journal 51:4, pages 571-587.
Crossref
Márta Farkas. (2009) Psychopathologic and cognitive investigations in schizophrenia. Orvosi Hetilap 150:9, pages 423-429.
Crossref
Gerhard Tutz. (2016) Modelling of repeated ordered measurements by isotonic sequential regression. Statistical Modelling 5:4, pages 269-287.
Crossref
Mark P. Becker. 2005. Encyclopedia of Biostatistics. Encyclopedia of Biostatistics.
Charles S. Davis. 2005. Encyclopedia of Biostatistics. Encyclopedia of Biostatistics.
Jane F. Pendergast, Stephen J. Gange & Mary J. Lindstrom. 2005. Encyclopedia of Biostatistics. Encyclopedia of Biostatistics.
Konstantinos Fokianos & Benjamin Kedem. (2003) Regression Theory for Categorical Time Series. Statistical Science 18:3.
Crossref
Colin P. West & Jeffrey D. Dawson. (2001) Complete imputation of missing repeated categorical data: one‐sample applications. Statistics in Medicine 21:2, pages 203-217.
Crossref
G. Touloumi, A. G. Babiker, S. J. Pocock & J. H. Darbyshire. (2001) Impact of missing data due to drop‐outs on estimators for rates of change in longitudinal studies: a simulation study. Statistics in Medicine 20:24, pages 3715-3728.
Crossref
Alan Agresti & Ranjini Natarajan. (2007) Modeling Clustered Ordered Categorical Data: A Survey. International Statistical Review 69:3, pages 345-371.
Crossref
Andrew Pickles, Richard Rowe, Emily Simonoff, Debra Foley, Michael Rutter & Judy Silberg. (2018) Child psychiatric symptoms and psychosocial impairment: relationship and prognostic significance. British Journal of Psychiatry 179:3, pages 230-235.
Crossref
Andrew Pickles, Kevin Pickering, Colin Taylor, Stephen Sutton & Shuying Yang. (2016) Multilevel Risk Models for Retrospective Age-Of-Onset Data. Journal of Adolescent Research 16:2, pages 188-204.
Crossref
Hemant Ishwaran & Constantine A. Gatsonis. (2000) A general class of hierarchical ordinal regression models with applications to correlated roc analysis. Canadian Journal of Statistics 28:4, pages 731-750.
Crossref
Eiji Nakashima. (2000) ANALYSIS OF LONGITUDINAL ORDERED POLYTOMOUS DATA USING GENERALIZED ESTIMATING EQUATIONS. JOURNAL OF THE JAPAN STATISTICAL SOCIETY 30:1, pages 1-15.
Crossref
Alan Agresti. (1999) Modelling ordered categorical data: recent advances and future challenges. Statistics in Medicine 18:17-18, pages 2191-2207.
Crossref
. 1998. Visualization of Categorical Data. Visualization of Categorical Data 541 574 .
Nicola G. Best, Keith K. C. Tan, Andrew K. Trull, David J. Spiegelhalter, Susan Stewart & John Wallwork. (1996) PHARMACODYNAMICS OF CYCLOSPORINE IN HEART AND HEART-LUNG TRANSPLANT RECIPIENTS. Transplantation 62:10, pages 1436-1441.
Crossref
John M. Lachin. (2016) Distribution-Free Marginal Analysis of Repeated Measures. Drug Information Journal 30:4, pages 1017-1028.
Crossref
Stephen J. Gange, Kathryn L. P. Linton, Alastair J. Scott, David L. Demets & Ronald Klein. (2007) A comparison of methods for correlated ordinal measures with ophthalmic applications. Statistics in Medicine 14:18, pages 1961-1974.
Crossref
Oliver Schabenberger, Timothy G. Gregoire & Harold E. Burkhart. (1994) Discussion. Environmental and Ecological Statistics 1:3, pages 192-196.
Crossref
W. Urfer, F. H. Schwarzenbach, J. K�tting & P. M�ller. (1994) Multistate models for monitoring individual trees in permanent observation plots. Environmental and Ecological Statistics 1:3, pages 171-192.
Crossref
Stuart R. Lipsitz, Kyungmann Kim & Lueping Zhao. (2006) Analysis of repeated categorical data using generalized estimating equations. Statistics in Medicine 13:11, pages 1149-1163.
Crossref
Steven D. Mark & Mitchell H. Gail. (2006) A comparison of likelihood‐based and marginal estimating equation methods for analysing repeated ordered categorical responses with missing data: Application to an intervention trial of vitamin prophylaxis for oesophageal dysplasia. Statistics in Medicine 13:5-7, pages 479-493.
Crossref
Dean Follmann. (2006) Modelling transitional and joint marginal distributions in repeated categorical data. Statistics in Medicine 13:5-7, pages 467-477.
Crossref
John P. Hirdes & K. Stephen Brown. (2010) The Statistical Analysis of Event Histories in Longitudinal Studies of Aging. Canadian Journal on Aging / La Revue canadienne du vieillissement 13:3, pages 332-352.
Crossref
N. T. Longford. (2014) LOGISTIC REGRESSION WITH RANDOM COEFFICIENTS. ETS Research Report Series 1993:1.
Crossref
Yasunori Uragari & Masashi Goto. (1993) Performances of Randomization Test for Comparing Longitudinal Ordered Categorical Outcome. Behaviormetrika 20:1, pages 1-15.
Crossref
. (1992) Discussion of the Paper by Liang, Zeger and Qaqish. Journal of the Royal Statistical Society Series B: Statistical Methodology 54:1, pages 24-40.
Crossref
Gary G. Koch & James D. Beck. (2007) Statistical Methodologies Useful for the Analysis of Data from Risk‐assessment Studies. Journal of Public Health Dentistry 52:3, pages 146-167.
Crossref
John M. Lachin. (2007) Some large‐sample distribution‐free estimators and tests for multivariate partially incomplete data from two populations. Statistics in Medicine 11:9, pages 1151-1170.
Crossref
Mark R. Conaway, Christine Waternaux, Elizabeth Allred, David Bellinger & Alan Leviton. (2006) Pre‐natal blood lead levels and learning difficulties in children: An analysis of non‐randomly missing categorical data. Statistics in Medicine 11:6, pages 799-811.
Crossref
M. Ashby, J. M. Neuhaus, W. W. Hauck, P. Bacchetti, D. C. Heilbron, N. P. Jewell, M. R. Segal & R. E. Fusaro. (2013) An annotated bibliography of methods for analysing correlated categorical data. Statistics in Medicine 11:1, pages 67-99.
Crossref
Charles S. Davis. (2006) Semi‐parametric and non‐parametric methods for the analysis of repeated measurements with applications to clinical trials. Statistics in Medicine 10:12, pages 1959-1980.
Crossref
Mitchell H. Gail. (2006) A bibliography and comments on the use of statistical models in epidemiology in the 1980s. Statistics in Medicine 10:12, pages 1819-1885.
Crossref
Walter W. Piegorsch & Joseph K. Haseman. (2005) Statistical methods for analyzing developmental toxicity data. Teratogenesis, Carcinogenesis, and Mutagenesis 11:3, pages 115-133.
Crossref
Catherine S. Berkey, Chester W. Douglass, Richard W. Valachovie, Howard H. Chauncey & Barbara J. McNeil. (2006) Statistical methods for comparing dental diagnostic procedures. Community Dentistry and Oral Epidemiology 18:4, pages 169-176.
Crossref
Alan Agresti. (2006) A survey of models for repeated ordered categorical response data. Statistics in Medicine 8:10, pages 1209-1224.
Crossref
J. Allan Best, K. Stephen Brown, Roy Cameron, Edward A. Smith & Marjorie MacDonald. (2004) Conceptualizing outcomes for health promotion programs. New Directions for Program Evaluation 1989:43, pages 33-45.
Crossref
S. F. Francom, C. Chuang‐Stein & J. R. Landis. (2006) A log‐linear model for ordinal data to characterize differential change among treatments. Statistics in Medicine 8:5, pages 571-582.
Crossref
Ludwig Fahrmeir. 1989. Conceptual and Numerical Analysis of Data. Conceptual and Numerical Analysis of Data 85 104 .
James H. Ware & Daniel O. Stram. (2008) Statistical issues in epidemiologic studies of the health effects of ambient acid aerosols. Canadian Journal of Statistics 16:1, pages 5-13.
Crossref
Nan M. Laird. (2006) Missing data in longitudinal studies. Statistics in Medicine 7:1-2, pages 305-315.
Crossref
Scott L. Zeger. (2006) Commentary. Statistics in Medicine 7:1-2, pages 161-168.
Crossref
L. J. Wei & D. O. Stram. (2006) Analysing repeated measurements with possibly missing observations by modelling marginal distributions. Statistics in Medicine 7:1-2, pages 139-148.
Crossref
J. Richard Landis, Michael E. Miller, Charles S. Davis & Gary G. Koch. (2006) Some general methods for the analysis of categorical data in longitudinal studies. Statistics in Medicine 7:1-2, pages 109-137.
Crossref
James H. Ware, Stuart Lipsitz & Frank E. Speizer. (2006) Issues in the analysis of repeated categorical outcomes. Statistics in Medicine 7:1-2, pages 95-107.
Crossref

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