-
1
-
-
0037461021
-
Effective dimension reduction methods for tumor classification using gene expression data
-
Antoniadis, A., Lambert-Lacroix, S., and Leblack, F. (2003), "Effective Dimension Reduction Methods for Tumor Classification Using Gene Expression Data," Bioinformatics, 19, 563-570.
-
(2003)
Bioinformatics
, vol.19
, pp. 563-570
-
-
Antoniadis, A.1
Lambert-Lacroix, S.2
Leblack, F.3
-
2
-
-
0038713181
-
Using linear smoothers to assess the structural dimension of regressions
-
Bura, E. (2003), "Using Linear Smoothers to Assess the Structural Dimension of Regressions," Statistica Sinica, 13, 143-162.
-
(2003)
Statistica Sinica
, vol.13
, pp. 143-162
-
-
Bura, E.1
-
3
-
-
0035532137
-
Estimating structural dimensions of regressions via parametric inverse regressions
-
Bura, E., and Cook, R. D. (2001 a), "Estimating Structural Dimensions of Regressions via Parametric Inverse Regressions," 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
-
4
-
-
0442280663
-
Extending sliced inverse regression: The weighted chi-squared test
-
_ (2001b), "Extending Sliced Inverse Regression: The Weighted Chi-Squared Test," Journal of the American Statistical Association, 96, 996-1003.
-
(2001)
Journal of the American Statistical Association
, vol.96
, pp. 996-1003
-
-
-
5
-
-
0038494601
-
Graphical methods for class prediction using dimension reduction techniques on DNA microarray data
-
Bura, E., and Pfeiffer, R. M. (2003), "Graphical Methods for Class Prediction Using Dimension Reduction Techniques on DNA Microarray Data," Bioinformatics, 19, 1252-1258.
-
(2003)
Bioinformatics
, vol.19
, pp. 1252-1258
-
-
Bura, E.1
Pfeiffer, R.M.2
-
6
-
-
0032367227
-
Can SIR be as popular as multiple linear regression?
-
Chen, C.-H., and Li, K. C. (1998), "Can SIR Be as Popular as Multiple Linear Regression?' Statistica Sinica, 8, 289-316.
-
(1998)
Statistica Sinica
, vol.8
, pp. 289-316
-
-
Chen, C.-H.1
Li, K.C.2
-
7
-
-
0036278223
-
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," The Annals of Statistics, 30, 475-497.
-
(2002)
The Annals of Statistics
, vol.30
, pp. 475-497
-
-
Chiaromonte, F.1
Cook, R.D.2
Li, B.3
-
9
-
-
0030328726
-
Graphics for regressions with a binary response
-
_ (1996), "Graphics for Regressions With a Binary Response," Journal of the American Statistical Association, 91, 983-992.
-
(1996)
Journal of the American Statistical Association
, vol.91
, pp. 983-992
-
-
-
11
-
-
0032340644
-
Principal Hessian directions revisited
-
_ (1998b), "Principal Hessian Directions Revisited," Journal of the American Statistical Association, 93, 84-100.
-
(1998)
Journal of the American Statistical Association
, vol.93
, pp. 84-100
-
-
-
12
-
-
15844416978
-
Testing predictor contributions in sufficient dimension reduction
-
_ (2004), "Testing Predictor Contributions in Sufficient Dimension Reduction," The Annals of Statistics, 32, 1062-1092.
-
(2004)
The Annals of Statistics
, vol.32
, pp. 1062-1092
-
-
-
13
-
-
2242425461
-
Identifying regression outliers and mixtures graphically
-
Cook, R. D., and Critchley, F. (2000), "Identifying Regression Outliers and Mixtures Graphically," Journal of the American Statistical Association, 95, 781-794.
-
(2000)
Journal of the American Statistical Association
, vol.95
, pp. 781-794
-
-
Cook, R.D.1
Critchley, F.2
-
14
-
-
0036284461
-
Dimension reduction for conditional mean in regression
-
Cook, R. D., and Li, B. (2002), "Dimension Reduction for Conditional Mean in Regression," The Annals of Statistics, 30, 455-474.
-
(2002)
The Annals of Statistics
, vol.30
, pp. 455-474
-
-
Cook, R.D.1
Li, B.2
-
15
-
-
21344494639
-
Reweighting to achieve elliptically contoured covariates in regression
-
Cook, R. D., and Nacbtsheim, C. I. (1994), "Reweighting to Achieve Elliptically Contoured Covariates in Regression," Journal of the American Statistical Association, 89, 592-599.
-
(1994)
Journal of the American Statistical Association
, vol.89
, pp. 592-599
-
-
Cook, R.D.1
Nacbtsheim, C.I.2
-
16
-
-
84881499895
-
Discussion of "sliced inverse regression for dimension reduction,"
-
by K. C. Li
-
Cook, R. D., and Weisberg, S. (1991), Discussion of "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
-
18
-
-
0012657603
-
Dimension reduction and visualization in discriminant analysis
-
Cook, R. D., and Yin, X. (2001), "Dimension Reduction and Visualization in Discriminant Analysis," Australian and New Zealand Journal of Statistics, 43, 147-199.
-
(2001)
Australian and New Zealand Journal of Statistics
, vol.43
, pp. 147-199
-
-
Cook, R.D.1
Yin, X.2
-
19
-
-
0023288435
-
Computational experience with confidence regions and confidence intervals in nonlinear least squares
-
Donaldson, J. R., and Schnabel, R. B. (1987), "Computational Experience With Confidence Regions and Confidence Intervals in Nonlinear Least Squares," Technometrics, 29, 76-82.
-
(1987)
Technometrics
, vol.29
, pp. 76-82
-
-
Donaldson, J.R.1
Schnabel, R.B.2
-
20
-
-
0001669894
-
A method of generating best asymptotically normal estimates with application to the estimation of bacterial densities
-
Ferguson, T. (1958), "A Method of Generating Best Asymptotically Normal Estimates With Application to the Estimation of Bacterial Densities," The Annals of Mathematical Statistics, 29, 1046-1062.
-
(1958)
The Annals of Mathematical Statistics
, vol.29
, pp. 1046-1062
-
-
Ferguson, T.1
-
21
-
-
21144465864
-
Tail areas of linear combinations of chi-squares and non-central chi-squares
-
Field, C. (1993), "Tail Areas of Linear Combinations of Chi-Squares and Non-central Chi-squares," Journal of Statistical Computation and Simulation, 45, 243-248.
-
(1993)
Journal of Statistical Computation and Simulation
, vol.45
, pp. 243-248
-
-
Field, C.1
-
22
-
-
0036822251
-
Dimension reduction based on canonical correlation
-
Fung, W. K., He, X., Li, L., and Shi, P. (2002), "Dimension Reduction Based on Canonical Correlation," Statistical Sinica, 12, 1093-1113.
-
(2002)
Statistical Sinica
, vol.12
, pp. 1093-1113
-
-
Fung, W.K.1
He, X.2
Li, L.3
Shi, P.4
-
23
-
-
0036934876
-
A note on outlier sensitivity of sliced inverse regression
-
Gather, U., Hilker, T., and Becker, C. (2002), "A Note on Outlier Sensitivity of Sliced Inverse Regression," Statistics, 13, 271-281.
-
(2002)
Statistics
, vol.13
, pp. 271-281
-
-
Gather, U.1
Hilker, T.2
Becker, C.3
-
24
-
-
0041753016
-
On almost linearity of low-dimensional projections from high-dimensional data
-
Hall, P., and Li, K. C. (1993), "On Almost Linearity of Low-Dimensional Projections From High-Dimensional Data," The Annals of Statistics, 21, 867-889.
-
(1993)
The Annals of Statistics
, vol.21
, pp. 867-889
-
-
Hall, P.1
Li, K.C.2
-
25
-
-
0033423359
-
Nearest-neighbor inverse regression
-
Hsing, T. (1999), "Nearest-Neighbor Inverse Regression," The Annals of Statistics. 27, 697-731.
-
(1999)
The Annals of Statistics
, vol.27
, pp. 697-731
-
-
Hsing, T.1
-
26
-
-
0000906634
-
An asymptotic theory for sliced inverse regression
-
Hsing, T., and Carroll, R. J. (1992) "An Asymptotic Theory for Sliced Inverse Regression," The Annals of Statistics, 20, 1040-1061.
-
(1992)
The Annals of Statistics
, vol.20
, pp. 1040-1061
-
-
Hsing, T.1
Carroll, R.J.2
-
27
-
-
0037191703
-
Setting up alternating least squares and iterative majorization algorithms for solving various matrix optimization problems
-
Kiers, H. A. L. (2002), "Setting Up Alternating Least Squares and Iterative Majorization Algorithms for Solving Various Matrix Optimization Problems," Computational Statistics & Data Analysis, 41, 157-170.
-
(2002)
Computational Statistics & Data Analysis
, vol.41
, pp. 157-170
-
-
Kiers, H.A.L.1
-
28
-
-
0242679764
-
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," The Annals of Statistics, 31, 1636-1668.
-
(2003)
The Annals of Statistics
, vol.31
, pp. 1636-1668
-
-
Li, B.1
Cook, R.D.2
Chiaromonte, F.3
-
30
-
-
84950441056
-
On principal Hessian directions for data visualization and dimension reduction: Another application of Stein's Lemma
-
_ (1992), "On Principal Hessian Directions for Data Visualization and Dimension Reduction: Another Application of Stein's Lemma," Journal of the American Statistical Association, 87, 1025-1039.
-
(1992)
Journal of the American Statistical Association
, vol.87
, pp. 1025-1039
-
-
-
31
-
-
0031536236
-
Nonlinear confounding in high-dimensional regression
-
_ (1997), "Nonlinear Confounding in High-Dimensional Regression," The Annals of Statistics, 57, 577-612.
-
(1997)
The Annals of Statistics
, vol.57
, pp. 577-612
-
-
-
32
-
-
0034354146
-
Partial least squares estimator for single-index models
-
Naik, P., and Tsai, C.-L. (2000), "Partial Least Squares Estimator for Single-Index Models," Journal of the Royal Statistical Society, Ser. B. 62, 763-771.
-
(2000)
Journal of the Royal Statistical Society, Ser. B
, vol.62
, pp. 763-771
-
-
Naik, P.1
Tsai, C.-L.2
-
34
-
-
0002832234
-
Algorithms for separable nonlinear least squares problems
-
Ruhe, A., and Wedin, P. A. (1980), "Algorithms for Separable Nonlinear Least Squares Problems," SIAM Review, 22, 318-337.
-
(1980)
SIAM Review
, vol.22
, pp. 318-337
-
-
Ruhe, A.1
Wedin, P.A.2
-
35
-
-
21344478847
-
Determining the dimensionality in sliced inverse regression
-
Schott, J. R. (1994), "Determining the Dimensionality in Sliced Inverse Regression" Journal of the American Statistical Association, 89, 141-148.
-
(1994)
Journal of the American Statistical Association
, vol.89
, pp. 141-148
-
-
Schott, J.R.1
-
36
-
-
0012487730
-
Asymptotic theory of overparameterized structural models
-
Shapiro, A. (1986), "Asymptotic Theory of Overparameterized Structural Models," Journal of the American Statistical Association, 81, 142-149.
-
(1986)
Journal of the American Statistical Association
, vol.81
, pp. 142-149
-
-
Shapiro, A.1
-
37
-
-
0032338774
-
Assessing the number of linear components in a general regression problem
-
Velilla, S. (1998), "Assessing the Number of Linear Components in a General Regression Problem," Journal of the American Statistical Association, 93, 1088-1098.
-
(1998)
Journal of the American Statistical Association
, vol.93
, pp. 1088-1098
-
-
Velilla, S.1
-
38
-
-
0036428498
-
An adaptive estimation of dimension reduction space
-
Xia, Y., Tong, H., Li, W. K., and Zhu, L.-X. (2002), "An Adaptive Estimation of Dimension Reduction Space," Journal of the Royal Statistical Society, Ser. B, 64, 363-410.
-
(2002)
Journal of the Royal Statistical Society, Ser. B
, vol.64
, pp. 363-410
-
-
Xia, Y.1
Tong, H.2
Li, W.K.3
Zhu, L.-X.4
-
39
-
-
1142265318
-
Using the bootstrap to select one of a new class of dimension reduction methods
-
Ye, Z., and Weiss, R. E. (2003), "Using the Bootstrap to Select One of a New Class of Dimension Reduction Methods," Journal of the American Statistical Association, 98, 968-979.
-
(2003)
Journal of the American Statistical Association
, vol.98
, pp. 968-979
-
-
Ye, Z.1
Weiss, R.E.2
-
40
-
-
0038153750
-
Asymptotics for kernel estimate of sliced inverse regression
-
Zhu, L.-X., and Fang, K.-T. (1996), "Asymptotics for Kernel Estimate of Sliced Inverse Regression,'' The Annals of Statistics, 24, 1053-1068.
-
(1996)
The Annals of Statistics
, vol.24
, pp. 1053-1068
-
-
Zhu, L.-X.1
Fang, K.-T.2
-
41
-
-
0001601159
-
Asymptotics of sliced inverse regression
-
Zhu, L.-X., and Ng, K. W. (1995), "Asymptotics of Sliced Inverse Regression," Statistica Sinica, 5, 727-736.
-
(1995)
Statistica Sinica
, vol.5
, pp. 727-736
-
-
Zhu, L.-X.1
Ng, K.W.2
|