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Theory and Method

Classification Trees for Multiple Binary Responses

Pages 180-193 | Received 01 May 1996, Published online: 17 Feb 2012

References

  • Breiman , L. 1994 . “Bagging Predictors” . Machine Learning , 26 : 123 – 140 .
  • Breiman , L. , Friedman , J. H. , Olshen , R. A. and Stone , C. J. 1984 . Classification and Regression Trees , Pacific Grove , CA : Wadsworth .
  • Burge , S. , Hedge , A. , Wilson , S. , Bass , J. A. and Robertson , A. 1987 . “Sick Building Syndrome: A Study of 4,373 Office Workers” . Annals of Occupational Hygiene , 31 : 493 – 504 .
  • Carey , V. J. , Zeger , S. L. and Diggle , P. 1993 . “Modeling Multivariate Binary Data With Logistic Regressions” . Biometrika , 80 : 517 – 526 .
  • Clark , L. A. and Pregibon , D. 1992 . “Tree-Based Models,” . In Statistical Models in S , Edited by: Chambers , J. M. and Hastie , T. J. 377 – 419 . Pacific Grove , CA : Wadsworth & Brooks/Cole .
  • Cox , D. R. 1972 . “The Analysis of Multivariate Binary Data” . Applied Statistics , 21 : 113 – 120 .
  • Cox , D. R. and Wermuth , N. 1992 . “A Comment on the Coefficient of Determination for Binary Responses” . The American Statistician , 46 : 1 – 4 .
  • Diggle , P. J. , Liang , K. Y. and Zeger , S. L. 1994 . Analysis of Longitudinal Data , New York : Oxford Science Publications .
  • Finnegan , M. I. , Pickering , A. C. and Burge , P. S. 1984 . “The Sick Building Syndrome: Prevalence Studies” . British Medical Journal, Clinical Research Edition , 289 : 1573 – 1575 .
  • Fitzmaurice , G. and Laird , N. M. 1993 . “A Likelihood-Based Method for Analyzing Longitudinal Binary Responses” . Biometrika , 80 : 141 – 151 .
  • Fitzmaurice , G. and Laird , N. M. 1995 . “Regression Models for a Bivariate Discrete and Continuous Outcome With Clustering” . Journal of the American Statistical Association , 90 : 845 – 852 .
  • Hall , H. I. , Brian , B. P. , Cain , W. S. and Fidler , A. T. 1993 . “Mucosal Irritation and Thermal Comfort Among Occupants of an Office Building” . Environmental International , 19 : 253 – 259 .
  • Hawkins , D. M. and Kass , G. V. 1982 . “Automatic Interaction Detection,” . In Topics in Applied Multivariate Analysis , Edited by: Hawkins , D. M. Cambridge , , U.K. : Cambridge University Press .
  • Heagerty , P. J. and Zeger , S. L. 1996 . “Marginal Regression Models for Clustered Ordinal Measurements” . Journal of the American Statistical Association , 91 : 1024 – 1036 .
  • Koziol , J. A. 1991 . “On Maximally Selected Chi-Square Statistics” . Biometrics , 47 : 1557 – 1561 .
  • Leaderer , B. , Wilcox , T. , Fidler , A. , Selfridge , J. , Hurrel , J. , Kollanander , M. , Clickner , R. , Fine , L. and Teichman , K. “Protocol for a Comprehensive Investigation of Building-Related Complaints,” . Proceedings of Indoor Air '90 . Edited by: Walkinshaw , D. S. pp. 609 – 614 . Ottawa : Canada Mortgage and Housing Corporation .
  • Liang , K. Y. , Zeger , S. L. and Qaqish , B. 1992 . “Multivariate Regression Analysis for Categorical Data” (with discussion) . Journal of the Royal Statistical Society, Ser. B , 54 : 3 – 40 .
  • Miller , R. and Siegmund , D. O. 1982 . “Maximally Selected Chi-Square Statistics” . Biometrics , 38 : 1011 – 1016 .
  • Molenberghs , G. and Lesaffre , E. 1994 . “Marginal Modeling of Correlated Ordinal Data Using a Multivariate Plackett Distribution” . Journal of the American Statistical Association , 89 : 633 – 644 .
  • Pendergast , J. F. , Gange , S. J. , Newton , M. A. , Lindstrom , M. J. , Palta , M. and Fisher , M. R. 1996 . “A Survey of Methods for Analyzing Clustered Binary Response Data” . International Statistical Review , 64 : 89 – 118 .
  • Quinlan , J. R. 1992 . C4.S Programs for Machine Learning , San Mateo , CA : Morgan Kaufmann .
  • Segal , M. R. 1992 . “Tree-Structured Methods for Longitudinal Data” . Journal of the American Statistical Association , 87 : 407 – 418 .
  • Siegmund , D. O. and Zhang , H. P. 1993 . “The Expected Number of Local Maxima of a Random Field and the Volume of Tubes” . The Annals of Statistics , 21 : 1948 – 1966 .
  • Skov , P. and Valbjorn , O. 1987 . “The “Sick” Building Syndrome in the Office Environment: The Danish Town Hall Study” . Environmental International , 13 : 339 – 349 .
  • StatSci . 1995 . S-PLUS Guide to Statistical and Mathematical Analysis, Version 3.3 , Seattle : MathSoft, Inc. .
  • Ware , J. H. , Dockery , D. W. , Spiro , A. III , Speizer , F. E. and Ferris , B. G. Jr. 1984 . “Passive Smoking, Gas Cooking and Respiratory Health in Children Living in Six Cities.” . American Review of Respiratory Disease , 129 : 366 – 374 .
  • Zeger , S. L. , Liang , K. Y. and Albert , P. S. 1988 . “Models for Longitudinal Data: A Generalized Estimating Equation Approach” . Biometrics , 44 : 1049 – 1960 .
  • Zhang , H. P. 1997 . “Multivariate Adaptive Splines for Analysis of Longitudinal Data” . Journal of Computational and Graphical Statistics , 6 : 74 – 91 .
  • Zhang , H. P. , Holford , T. and Bracken , M. B. 1996 . “A Tree-Based Method of Analysis for Prospective Studies” . Statistics in Medicine , 15 : 37 – 49 .
  • Zhao , L. P. and Prentice , R. L. 1990 . “Correlated Binary Regression Using a Quadratic Exponential Model” . Biometrika , 77 : 642 – 648 .
  • Zweers , T. , Preller , L. , Brunekreef , B. and Boleij , J. S. M. 1992 . “Health and Indoor Climate Complaints of 7,043 Office Workers in 61 Buildings in the Netherlands” . Indoor Air , 2 : 127 – 136 .

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