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Volumn 15, Issue 3, 2006, Pages 651-674

Unbiased recursive partitioning: A conditional inference framework

Author keywords

Multiple testing; Multivariate regression trees; Ordinal regression trees; Permutation tests; Variable selection

Indexed keywords


EID: 33749677657     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/106186006X133933     Document Type: Article
Times cited : (2956)

References (47)
  • 2
    • 0043005476 scopus 로고    scopus 로고
    • Bioequivalence Trials, Intersection-Union Tests and Equivalence Confidence Sets
    • (with discussion)
    • Berger, R. L., and Hsu, J. C. (1996), "Bioequivalence Trials, Intersection-Union Tests and Equivalence Confidence Sets" (with discussion), Statistical Science, 11, 283-319.
    • (1996) Statistical Science , vol.11 , pp. 283-319
    • Berger, R.L.1    Hsu, J.C.2
  • 5
    • 0011153447 scopus 로고    scopus 로고
    • Multivariate Regression Trees: A New Technique for Modeling Species-Environment Relationships
    • De'ath, G. (2002), "Multivariate Regression Trees: A New Technique for Modeling Species-Environment Relationships," Ecology, 83, 1105-1117.
    • (2002) Ecology , vol.83 , pp. 1105-1117
    • De'ath, G.1
  • 9
    • 0001341675 scopus 로고
    • Numerical Computation of Multivariate Normal Probabilities
    • Genz, A. (1992), "Numerical Computation of Multivariate Normal Probabilities," Journal of Computational and Graphical Statistics, 1, 141-149.
    • (1992) Journal of Computational and Graphical Statistics , vol.1 , pp. 141-149
    • Genz, A.1
  • 10
    • 84946655115 scopus 로고
    • On Simultaneous Confidence Intervals for Multinomial Proportions
    • Goodman, L. A. (1965), "On Simultaneous Confidence Intervals for Multinomial Proportions," Technometrics, 7, 247-254.
    • (1965) Technometrics , vol.7 , pp. 247-254
    • Goodman, L.A.1
  • 14
    • 0033907286 scopus 로고    scopus 로고
    • Multiple Comparisons in Induction Algorithms
    • Jensen, D. D., and Cohen, P. R. (2000), "Multiple Comparisons in Induction Algorithms," Machine Learning, 38, 309-338.
    • (2000) Machine Learning , vol.38 , pp. 309-338
    • Jensen, D.D.1    Cohen, P.R.2
  • 15
    • 0000661829 scopus 로고
    • An Exploratory Technique for Investigating Large Quantities of Categorical Data
    • Kass, G. (1980), "An Exploratory Technique for Investigating Large Quantities of Categorical Data," Applied Statistics, 29, 119-127.
    • (1980) Applied Statistics , vol.29 , pp. 119-127
    • Kass, G.1
  • 17
    • 0141907311 scopus 로고    scopus 로고
    • Classification Trees with Bivariate Linear Discriminant Node Models
    • _ (2003), "Classification Trees with Bivariate Linear Discriminant Node Models," Journal of Computational and Graphical Statistics, 12, 512-530.
    • (2003) Journal of Computational and Graphical Statistics , vol.12 , pp. 512-530
  • 19
    • 0026576048 scopus 로고
    • Maximally Selected Rank Statistics
    • Lausen, B., and Schumacher, M. (1992), "Maximally Selected Rank Statistics," Biometrics, 48, 73-85.
    • (1992) Biometrics , vol.48 , pp. 73-85
    • Lausen, B.1    Schumacher, M.2
  • 20
    • 0026770594 scopus 로고
    • Relative Risk Trees for Censored Survival Data
    • LeBlanc, M., and Crowley, J. (1992), "Relative Risk Trees for Censored Survival Data," Biometrics, 48, 411-425.
    • (1992) Biometrics , vol.48 , pp. 411-425
    • LeBlanc, M.1    Crowley, J.2
  • 21
  • 22
    • 0036556537 scopus 로고    scopus 로고
    • Regression Trees with Unbiased Variable Selection and Interaction Detection
    • Loh, W.-Y. (2002), "Regression Trees With Unbiased Variable Selection and Interaction Detection," Statistica Sinica, 12, 361-386.
    • (2002) Statistica Sinica , vol.12 , pp. 361-386
    • Loh, W.-Y.1
  • 23
    • 0031312210 scopus 로고    scopus 로고
    • Split Selection Methods for Classification Trees
    • Loh, W.-Y., and Shih, Y.-S. (1997), "Split Selection Methods for Classification Trees," Statistica Sinica, 7, 815-840.
    • (1997) Statistica Sinica , vol.7 , pp. 815-840
    • Loh, W.-Y.1    Shih, Y.-S.2
  • 24
    • 84950459261 scopus 로고
    • Tree-Structured Classification via Generalized Discriminant Analysis
    • (with discussion)
    • Loh, W.-Y., and Vanichsetakul, N. (1988), "Tree-Structured Classification via Generalized Discriminant Analysis" (with discussion), Journal of the American Statistical Association, 83, 715-725.
    • (1988) Journal of the American Statistical Association , vol.83 , pp. 715-725
    • Loh, W.-Y.1    Vanichsetakul, N.2
  • 25
    • 0141651932 scopus 로고    scopus 로고
    • New Glaucoma Classification Method Based on Standard HRT Parameters by Bagging Classification Trees
    • Mardin, C. Y., Hothorn, T., Peters, A., Jünemann, A. G., Nguyen, N. X., and Lausen, B. (2003), "New Glaucoma Classification Method Based on Standard HRT Parameters by Bagging Classification Trees," Journal of Glaucoma, 12, 340-346.
    • (2003) Journal of Glaucoma , vol.12 , pp. 340-346
    • Mardin, C.Y.1    Hothorn, T.2    Peters, A.3    Jünemann, A.G.4    Nguyen, N.X.5    Lausen, B.6
  • 26
    • 0031211834 scopus 로고    scopus 로고
    • An Exact Probability Metric for Decision Tree Splitting and Stopping
    • Martin, J. K. (1997), "An Exact Probability Metric for Decision Tree Splitting and Stopping," Machine Learning, 28, 257-291.
    • (1997) Machine Learning , vol.28 , pp. 257-291
    • Martin, J.K.1
  • 27
    • 0020343311 scopus 로고
    • Maximally Selected Chi Square Statistics
    • Miller, R., and Siegmund, D. (1982), "Maximally Selected Chi Square Statistics," Biometrics, 38, 1011-1016.
    • (1982) Biometrics , vol.38 , pp. 1011-1016
    • Miller, R.1    Siegmund, D.2
  • 28
    • 0023108498 scopus 로고
    • Expert Systems - Rule Induction with Statistical Data
    • Mingers, J. (1987), "Expert Systems - Rule Induction With Statistical Data," Journal of the Operations Research Society, 38, 39-47.
    • (1987) Journal of the Operations Research Society , vol.38 , pp. 39-47
    • Mingers, J.1
  • 29
    • 23744457899 scopus 로고    scopus 로고
    • Tree-Based Multivariate Regression and Density Estimation with Right-Censored Data
    • Molinaro, A. M., Dudoit, S., and van der Laan, M. J. (2004), "Tree-Based Multivariate Regression and Density Estimation with Right-Censored Data," Journal of Multivariate Analysis, 90, 154-177.
    • (2004) Journal of Multivariate Analysis , vol.90 , pp. 154-177
    • Molinaro, A.M.1    Dudoit, S.2    Van Der Laan, M.J.3
  • 31
    • 0002431740 scopus 로고    scopus 로고
    • Automatic Construction of Decision Trees from Data: A Multi-disciplinary Survey
    • Murthy, S. K. (1998), "Automatic Construction of Decision Trees from Data: A Multi-disciplinary Survey," Data Mining and Knowledge Discovery, 2, 345-389.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 345-389
    • Murthy, S.K.1
  • 32
    • 4544369306 scopus 로고    scopus 로고
    • An Unbiased Method for Constructing Multilabel Classification Trees
    • Noh, H. G., Song, M. S., and Park, S. H. (2004), "An Unbiased Method for Constructing Multilabel Classification Trees," Computational Statistics & Data Analysis, 47, 149-164.
    • (2004) Computational Statistics & Data Analysis , vol.47 , pp. 149-164
    • Noh, H.G.1    Song, M.S.2    Park, S.H.3
  • 33
    • 2942644884 scopus 로고    scopus 로고
    • Cutpoint Selection for Categorizing a Continuous Predictor
    • O'Brien, S. M. (2004), "Cutpoint Selection for Categorizing a Continuous Predictor," Biometrics, 60, 504-509.
    • (2004) Biometrics , vol.60 , pp. 504-509
    • O'Brien, S.M.1
  • 34
    • 0013321815 scopus 로고    scopus 로고
    • Ipred: Improved Predictors
    • Available online at
    • Peters, A., Hothorn, T., and Lausen, B. (2002), "ipred: Improved Predictors," R News, 2, 33-36. Available online at http://CRAN.R-project. org/doc/Rnews/.
    • (2002) R News , vol.2 , pp. 33-36
    • Peters, A.1    Hothorn, T.2    Lausen, B.3
  • 36
    • 1842607847 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria. Online at
    • R Development Core Team (2004), R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, Vienna, Austria. Online at http://www.R-project.org.
    • (2004) R: A Language and Environment for Statistical Computing
  • 37
    • 0009953991 scopus 로고
    • Heidelberg, Leipzig: Johann Ambrosius Barth Verlag
    • Rasch, D. (1995), Mathematische Statistik, Heidelberg, Leipzig: Johann Ambrosius Barth Verlag.
    • (1995) Mathematische Statistik
    • Rasch, D.1
  • 39
    • 0023942063 scopus 로고
    • Regression Trees for Censored Data
    • Segal, M. R. (1988), "Regression Trees for Censored Data," Biometrics, 44, 35-47.
    • (1988) Biometrics , vol.44 , pp. 35-47
    • Segal, M.R.1
  • 40
    • 0042942219 scopus 로고    scopus 로고
    • Families of Splitting Criteria for Classification Trees
    • Shih, Y.-S. (1999), "Families of Splitting Criteria for Classification Trees," Statistics and Computing, 9, 309-315.
    • (1999) Statistics and Computing , vol.9 , pp. 309-315
    • Shih, Y.-S.1
  • 41
    • 1842630388 scopus 로고    scopus 로고
    • A Note on Split Selection Bias in Classification Trees
    • _ (2004), "A Note on Split Selection Bias in Classification Trees," Computational Statistics & Data Analysis, 45, 457-466.
    • (2004) Computational Statistics & Data Analysis , vol.45 , pp. 457-466
  • 42
    • 0242557670 scopus 로고    scopus 로고
    • On the Asymptotic Theory of Permutation Statistics
    • Preprint available online at
    • Strasser, H., and Weber, C. (1999), "On the Asymptotic Theory of Permutation Statistics," Mathematical Methods of Statistics, 8, 220-250. Preprint available online at http://epub.wu-wien.ac.at/dyn/openURL?id=oai:epub. wu-wien.ac.at:epub-wu-01_94c.
    • (1999) Mathematical Methods of Statistics , vol.8 , pp. 220-250
    • Strasser, H.1    Weber, C.2
  • 43
    • 0041965980 scopus 로고    scopus 로고
    • Cluster Ensembles - A Knowledge Reuse Framework for Combining Multiple Partitions
    • Strehl, A., and Ghosh, J. (2003), "Cluster Ensembles - A Knowledge Reuse Framework for Combining Multiple Partitions," Journal of Machine Learning Research, 3, 583-617.
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 583-617
    • Strehl, A.1    Ghosh, J.2
  • 46
    • 0028443213 scopus 로고
    • Bias in Information-Based Measures in Decision Tree Induction
    • White, A. P., and Liu, W. Z. (1994), "Bias in Information-Based Measures in Decision Tree Induction," Machine Learning, 15, 321-329.
    • (1994) Machine Learning , vol.15 , pp. 321-329
    • White, A.P.1    Liu, W.Z.2
  • 47


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.