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Volumn 18, Issue 4, 2009, Pages 774-791

Dimension reduction in regressions with exponential family predictors

Author keywords

Central subspace; Grassmann manifolds; Inverse regression; Sufficient dimension reduction

Indexed keywords


EID: 84911996007     PISSN: 10618600     EISSN: 15372715     Source Type: Journal    
DOI: 10.1198/jcgs.2009.08005     Document Type: Article
Times cited : (35)

References (22)
  • 1
    • 0035532137 scopus 로고    scopus 로고
    • Estimating the Structural Dimension of Regressions via Parametric Inverse Regression,
    • Bura, E., and Cook, R. D. (2001), “Estimating the Structural Dimension of Regressions via Parametric Inverse Regression,” Journal of the Royal Statistical Society, Ser. B, 63, 393-410.
    • (2001) Journal of the Royal Statistical Society, Ser. B , vol.63 , pp. 393-410
    • Bura, E.1    Cook, R.D.2
  • 2
    • 0036278223 scopus 로고    scopus 로고
    • Sufficient Dimension Reduction in Regressions With Categorical Predictors,
    • Chiaromonte, F., Cook, R. D., and Li, B. (2002), “Sufficient Dimension Reduction in Regressions With Categorical Predictors,” Annals of Statistics, 30, 475-497.
    • (2002) Annals of Statistics , vol.30 , pp. 475-497
    • Chiaromonte, F.1    Cook, R.D.2    Li, B.3
  • 5
    • 49449106707 scopus 로고    scopus 로고
    • Fisher Lecture: Dimension Reduction in Regression” (with discussion)
    • Cook, R. D. (2007), “Fisher Lecture: Dimension Reduction in Regression” (with discussion), Statistical Science, 22, 1-26.
    • (2007) Statistical Science , vol.22 , pp. 1-26
    • Cook, R.D.1
  • 6
    • 20444454672 scopus 로고    scopus 로고
    • Sufficient Dimension Reduction via Inverse Regression: A Minimum Discrepancy Approach,
    • Cook, R. D., and Ni, L. (2005), “Sufficient Dimension Reduction via Inverse Regression: A Minimum Discrepancy Approach,” Journal of the American Statistical Association, 100, 410-428.
    • (2005) Journal of the American Statistical Association , vol.100 , pp. 410-428
    • Cook, R.D.1    Ni, L.2
  • 7
    • 84881499895 scopus 로고
    • Comment on “Sliced Inverse Regression for Dimension Reduction,” by K. C. Li
    • Cook, R. D., and Weisberg, S. (1991), Comment on “Sliced Inverse Regression for Dimension Reduction,” by K. C. Li, Journal of the American Statistical Association, 86, 328-332.
    • (1991) Journal of the American Statistical Association , vol.86 , pp. 328-332
    • Cook, R.D.1    Weisberg, S.2
  • 9
    • 0001300935 scopus 로고
    • Psuedo Maximum Likelihood Methods: Theory,
    • Gourieroux, C., Monfort, A., and Trognon, A. (1984), “Psuedo Maximum Likelihood Methods: Theory,” Econometrica, 52, 681-700.
    • (1984) Econometrica , vol.52 , pp. 681-700
    • Gourieroux, C.1    Monfort, A.2    Trognon, A.3
  • 10
  • 11
    • 0242679764 scopus 로고    scopus 로고
    • Dimension Reduction for the Conditional Mean in Regressions With Categorical Predictors,
    • Li, B., Cook, R. D., and Chiaromonte, F. (2003), “Dimension Reduction for the Conditional Mean in Regressions With Categorical Predictors,” Annals of Statistics, 30, 1636-1668.
    • (2003) Annals of Statistics , vol.30 , pp. 1636-1668
    • Li, B.1    Cook, R.D.2    Chiaromonte, F.3
  • 12
    • 26444566340 scopus 로고    scopus 로고
    • Contour Regression: A General Approach to Dimension Reduction,
    • Li, B., Zha, H., and Chiaromonte, F. (2005), “Contour Regression: A General Approach to Dimension Reduction,” Annals of Statistics, 33, 1580-1616.
    • (2005) Annals of Statistics , vol.33 , pp. 1580-1616
    • Li, B.1    Zha, H.2    Chiaromonte, F.3
  • 13
    • 84945116550 scopus 로고
    • Sliced Inverse Regression for Dimension Reduction,
    • Li, K.-C. (1991), “Sliced Inverse Regression for Dimension Reduction,” Journal of the American Statistical Association, 86, 316-342.
    • (1991) Journal of the American Statistical Association , vol.86 , pp. 316-342
    • Li, K.-C.1
  • 14
    • 77649173768 scopus 로고
    • Longitudinal Data Analysis Using Generalized Linear Models,
    • Liang, K.-Y., and Zeger, S. L. (1986), “Longitudinal Data Analysis Using Generalized Linear Models,” Biometrika, 73, 13-22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.-Y.1    Zeger, S.L.2
  • 15
    • 36849044088 scopus 로고    scopus 로고
    • Pooled Marginal Slicing Approach via SIRαWith Discrete Covariables,
    • Liquet, B., and Saracco, J. (2007), “Pooled Marginal Slicing Approach via SIRα With Discrete Covariables,” Computational Statistics, 22, 599-617.
    • (2007) Computational Statistics , vol.22 , pp. 599-617
    • Liquet, B.1    Saracco, J.2
  • 17
    • 34848914038 scopus 로고    scopus 로고
    • Capturing Heterogeneity in Gene Expression Studies by Surrogate Variable Analysis,
    • Leek, J. T., and Storey, J. D. (2007), “Capturing Heterogeneity in Gene Expression Studies by Surrogate Variable Analysis,” PLos Genetics, 3, 1724-1735.
    • (2007) Plos Genetics , vol.3 , pp. 1724-1735
    • Leek, J.T.1    Storey, J.D.2
  • 18
    • 0026010582 scopus 로고
    • Estimating Equations for Parameters in Means and Covariances of Multivariate Discrete and Continuous Responses,
    • Prentice, R. L., and Zhao, L. P. (1991), “Estimating Equations for Parameters in Means and Covariances of Multivariate Discrete and Continuous Responses,” Biometrics, 47, 825-838.
    • (1991) Biometrics , vol.47 , pp. 825-838
    • Prentice, R.L.1    Zhao, L.P.2
  • 19
    • 33746512512 scopus 로고    scopus 로고
    • Principal Components Analysis Corrects for Stratification in Genome-Wide Association Studies,
    • Price, A. L., Patterson, N. J., Plenge, R. M., Weinblatt, M. E., Shadick, N. A., and Reich, D. (2006), “Principal Components Analysis Corrects for Stratification in Genome-Wide Association Studies,” Nature Genetics, 38, 904-909.
    • (2006) Nature Genetics , vol.38 , pp. 904-909
    • Price, A.L.1    Patterson, N.J.2    Plenge, R.M.3    Weinblatt, M.E.4    Shadick, N.A.5    Reich, D.6
  • 21
    • 0036432553 scopus 로고    scopus 로고
    • Dimension Reduction for the Conditional kth Moment in Regression,
    • Yin, X., and Cook, R. D. (2002), “Dimension Reduction for the Conditional kth Moment in Regression,” Journal of the Royal Statistical Society, Ser. B, 64, 159-175.
    • (2002) Journal of the Royal Statistical Society, Ser. B , vol.64 , pp. 159-175
    • Yin, X.1    Cook, R.D.2
  • 22
    • 21244477445 scopus 로고    scopus 로고
    • Direction Estimation in Single-Index Regressions,
    • Yin, X., and Cook, R. D. (2005), “Direction Estimation in Single-Index Regressions,” Biometrika, 92, 371-384.
    • (2005) Biometrika , vol.92 , pp. 371-384
    • Yin, X.1    Cook, R.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.