-
1
-
-
0242709398
-
Scalable Robust Covariance and Correlation Estimates for Data Mining
-
Edmonton, Alberta, pp
-
Alqallaf, F. A., Konis, K. P., Martin, R. D., and Zamar, R. H. (2002), "Scalable Robust Covariance and Correlation Estimates for Data Mining," in Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Edmonton, Alberta, pp. 14-23.
-
(2002)
Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 14-23
-
-
Alqallaf, F.A.1
Konis, K.P.2
Martin, R.D.3
Zamar, R.H.4
-
2
-
-
14844348826
-
Forward Search Added-Variable t Tests and the Effect of Masked Outliers on Model Selection
-
Atkinson, A. C., and Riani, M. (2002), "Forward Search Added-Variable t Tests and the Effect of Masked Outliers on Model Selection," Biometrika, 89, 939-946.
-
(2002)
Biometrika
, vol.89
, pp. 939-946
-
-
Atkinson, A.C.1
Riani, M.2
-
3
-
-
0035478854
-
Random Forests
-
Breiman, L. (2001), "Random Forests," Machine Learning, 24, 5-32.
-
(2001)
Machine Learning
, vol.24
, pp. 5-32
-
-
Breiman, L.1
-
4
-
-
0442312206
-
Robust Inference for Generalized Linear Models
-
Cantoni, E., and Ronchetti, E. (2001), "Robust Inference for Generalized Linear Models," Journal of the American Statistical Association, 96, 1022-1030.
-
(2001)
Journal of the American Statistical Association
, vol.96
, pp. 1022-1030
-
-
Cantoni, E.1
Ronchetti, E.2
-
5
-
-
0344375394
-
Fitting Multiplicative Models by Robust Alternating Regressions
-
Croux, C., Filzmoser, P., Pison, G., and Rousseeuw, P. J. (2003), "Fitting Multiplicative Models by Robust Alternating Regressions," Statistics and Computing, 13, 23-36.
-
(2003)
Statistics and Computing
, vol.13
, pp. 23-36
-
-
Croux, C.1
Filzmoser, P.2
Pison, G.3
Rousseeuw, P.J.4
-
6
-
-
30644464444
-
Gene Selection and Classification of Microarray Data Using Random Forest
-
Díaz-Uriarte, R., and Alvarze de Andrés, S. (2006), "Gene Selection and Classification of Microarray Data Using Random Forest," BMC Bioinformatics, http://www.biomedcentral.com/1471-2105/7/ 3.
-
(2006)
BMC Bioinformatics
-
-
Díaz-Uriarte, R.1
Alvarze de Andrés, S.2
-
7
-
-
26644466101
-
Multiple SVM-RFE for Gene Selection in Cancer Classification Witn Expression Data
-
Duan, K. B., Rajapakse, J. C., Wang, H., and Azuaje, F. (2005), "Multiple SVM-RFE for Gene Selection in Cancer Classification Witn Expression Data," IEEE Transactions on Nanobioscience, 4, 228-234.
-
(2005)
IEEE Transactions on Nanobioscience
, vol.4
, pp. 228-234
-
-
Duan, K.B.1
Rajapakse, J.C.2
Wang, H.3
Azuaje, F.4
-
8
-
-
3242708140
-
Least-Angle Regression
-
Efron, B. E., Hastie, T., Johnstone, I., and Tibshirani, R. (2004), "Least-Angle Regression," The Annals of Statistics, 32, 407-451.
-
(2004)
The Annals of Statistics
, vol.32
, pp. 407-451
-
-
Efron, B.E.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
9
-
-
84952149204
-
A Statistical View of Some Chemometrics Regression Tools
-
Frank, I., and Friedman, J. H. (1993), "A Statistical View of Some Chemometrics Regression Tools," Technometrics, 35, 109-148.
-
(1993)
Technometrics
, vol.35
, pp. 109-148
-
-
Frank, I.1
Friedman, J.H.2
-
10
-
-
0037364873
-
Robust Indirect Inference
-
Genton, M. G., and Ronchetti, E. (2003), "Robust Indirect Inference," Journal of the American Statistical Association, 98, 67-76.
-
(2003)
Journal of the American Statistical Association
, vol.98
, pp. 67-76
-
-
Genton, M.G.1
Ronchetti, E.2
-
11
-
-
0002954125
-
Robust Estimates, Residuals, and Outlier Detection With Multiresponse Data
-
Gnanadesikan, R., and Kettenring, J. R. (1972), "Robust Estimates, Residuals, and Outlier Detection With Multiresponse Data," Biometrics, 28, 81-124.
-
(1972)
Biometrics
, vol.28
, pp. 81-124
-
-
Gnanadesikan, R.1
Kettenring, J.R.2
-
12
-
-
0003684449
-
-
New York: Springer-Verlag
-
Hastie, T., Tibshirani, R., and Friedman, J. (2001), The Elements of Statistical Learning, New York: Springer-Verlag.
-
(2001)
The Elements of Statistical Learning
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
14
-
-
14544276813
-
The Indirect Method: Inference Based on Intermediate Statistics: A Synthesis and Examples
-
Jiang, W., and Turnbull, B. (2004), "The Indirect Method: Inference Based on Intermediate Statistics: A Synthesis and Examples," Statistical Science, 19, 239-263.
-
(2004)
Statistical Science
, vol.19
, pp. 239-263
-
-
Jiang, W.1
Turnbull, B.2
-
15
-
-
0002063041
-
Robust M-Estimators of Multivariate Location and Scatter
-
Maronna, R. A. (1976), "Robust M-Estimators of Multivariate Location and Scatter," The Annals of Statistics, 4, 51-67.
-
(1976)
The Annals of Statistics
, vol.4
, pp. 51-67
-
-
Maronna, R.A.1
-
16
-
-
0036849459
-
Robust Estimates of Location and Dispersion for High-Dimensional Datasets
-
Maronna, R. A., and Zamar, R. H. (2002), "Robust Estimates of Location and Dispersion for High-Dimensional Datasets," Technometrics, 44, 307-317.
-
(2002)
Technometrics
, vol.44
, pp. 307-317
-
-
Maronna, R.A.1
Zamar, R.H.2
-
17
-
-
84947338420
-
-
New York: Wiley
-
Maronna, R. A., Martin, R. D., and Yohai, V. J. (2006), Robust Statistics: Theory and Methods, New York: Wiley.
-
(2006)
Robust Statistics: Theory and Methods
-
-
Maronna, R.A.1
Martin, R.D.2
Yohai, V.J.3
-
18
-
-
0003644846
-
-
6th ed, Upper Saddle River, NJ: Pearson Education
-
Mendenhall, W., and Sincich, T. (2003), A Second Course in Statistics: Regression Analysis (6th ed.), Upper Saddle River, NJ: Pearson Education.
-
(2003)
A Second Course in Statistics: Regression Analysis
-
-
Mendenhall, W.1
Sincich, T.2
-
19
-
-
34548275725
-
Algorithms for Robust Model Selection in Linear Regression
-
eds. M. Hubert, G. Pison, A. Struyf, and S. Van Aelst, Basel, Switzerland: Birkhäuser-Verlag, pp
-
Morgenthaler, S., Welsch, R. E., and Zenide, A. (2003), "Algorithms for Robust Model Selection in Linear Regression," in Theory and Applications of Recent Robust Methods, eds. M. Hubert, G. Pison, A. Struyf, and S. Van Aelst, Basel, Switzerland: Birkhäuser-Verlag, pp. 195-206.
-
(2003)
Theory and Applications of Recent Robust Methods
, pp. 195-206
-
-
Morgenthaler, S.1
Welsch, R.E.2
Zenide, A.3
-
20
-
-
29144504107
-
Outlier Robust Model Selection in Linear Regression
-
Müller, S., and Welsh, A. H. (2005), "Outlier Robust Model Selection in Linear Regression," Journal of the American Statistical Association, 100, 1297-1310.
-
(2005)
Journal of the American Statistical Association
, vol.100
, pp. 1297-1310
-
-
Müller, S.1
Welsh, A.H.2
-
23
-
-
0002126571
-
Robust Inference With GMM Estimators
-
Ronchetti, E., and Trojani, F. (2001), "Robust Inference With GMM Estimators," Journal of Econometrics, 101, 37-69.
-
(2001)
Journal of Econometrics
, vol.101
, pp. 37-69
-
-
Ronchetti, E.1
Trojani, F.2
-
24
-
-
21744461994
-
Robust Linear Model Selection by Cross-Validation
-
Ronchetti, E., Field, C., and Blanchard, W. (1997), "Robust Linear Model Selection by Cross-Validation," Journal of the American Statistical Association, 92, 1017-1023.
-
(1997)
Journal of the American Statistical Association
, vol.92
, pp. 1017-1023
-
-
Ronchetti, E.1
Field, C.2
Blanchard, W.3
-
27
-
-
0001287271
-
Regression Shrinkage and Selection via the Lasso
-
Tibshirani, R. (1996), "Regression Shrinkage and Selection via the Lasso," Journal of the Royal Statistical Society, Ser. B, 58, 267-288.
-
(1996)
Journal of the Royal Statistical Society, Ser. B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
28
-
-
34047105102
-
Ensembles of Regularized Least Squares Classifiers for High-Dimensional Problems
-
eds. I. Guyon, S. Gunn, M. Nikravesh, and L. A. Zadeh, New York: Springer, pp
-
Torkkola, K., and Tuv, E. (2006), "Ensembles of Regularized Least Squares Classifiers for High-Dimensional Problems," in Feature Extraction: Foundations and Applications, eds. I. Guyon, S. Gunn, M. Nikravesh, and L. A. Zadeh, New York: Springer, pp. 297-313.
-
(2006)
Feature Extraction: Foundations and Applications
, pp. 297-313
-
-
Torkkola, K.1
Tuv, E.2
|