-
1
-
-
0034730140
-
Singular value decomposition for genome-wide expression data processing and modeling
-
Alter, O., Brown, P., and Botstein, D. (2000), "Singular Value Decomposition for Genome-Wide Expression Data Processing and Modeling," in Proceedings of the National Academy of Sciences, 97, pp. 10101-10106.
-
(2000)
Proceedings of the National Academy of Sciences
, vol.97
, pp. 10101-10106
-
-
Alter, O.1
Brown, P.2
Botstein, D.3
-
2
-
-
0001247848
-
Loadings and correlations in the interpretation of principal components
-
Cadima, J., and Jolliffe, I. (1995), "Loadings and Correlations in the Interpretation of Principal Components," Journal of Applied Statistics, 22, 203-214.
-
(1995)
Journal of Applied Statistics
, vol.22
, pp. 203-214
-
-
Cadima, J.1
Jolliffe, I.2
-
3
-
-
3242708140
-
Least angle regression
-
Efron, B., Hastie, T., Johnstone, I., and Tibshirani, R. (2004), "Least Angle Regression," The Annals of Statistics, 32, 407-499.
-
(2004)
The Annals of Statistics
, vol.32
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
4
-
-
0029680961
-
Face processing: Human perception and principal components analysis
-
Hancock, P., Burton, A., and Bruce, V. (1996), "Face Processing: Human Perception and Principal Components Analysis," Memory and Cognition, 24, 26-40.
-
(1996)
Memory and Cognition
, vol.24
, pp. 26-40
-
-
Hancock, P.1
Burton, A.2
Bruce, V.3
-
5
-
-
0003684449
-
-
New York: Springer Verlag
-
Hastie, T., Tibshirani, R., and Friedman, J. (2001), The Elements of Statistical Learning; Data mining, Inference and Prediction, New York: Springer Verlag.
-
(2001)
The Elements of Statistical Learning; Data Mining, Inference and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
6
-
-
0034568109
-
'Gene shaving' as a method for identifying distinct sets of genes with similar expression patterns
-
Hastie, T., Tibshirani, R., Eisen, M., Brown, P., Ross, D., Scherf, U., Weinstein, J., Alizadeh, A., Staudt, L., and Botstein, D. (2000), "'gene Shaving' as a Method for Identifying Distinct Sets of Genes With Similar Expression Patterns," Genome Biology, 1, 1-21.
-
(2000)
Genome Biology
, vol.1
, pp. 1-21
-
-
Hastie, T.1
Tibshirani, R.2
Eisen, M.3
Brown, P.4
Ross, D.5
Scherf, U.6
Weinstein, J.7
Alizadeh, A.8
Staudt, L.9
Botstein, D.10
-
7
-
-
0000118166
-
Two case studies in the application of principal component
-
Jeffers, J. (1967), "Two Case Studies in the Application of Principal Component," Applied Statistics, 16, 225-236.
-
(1967)
Applied Statistics
, vol.16
, pp. 225-236
-
-
Jeffers, J.1
-
9
-
-
0002226018
-
Rotation of principal components: Choice of normalization constraints
-
_ (1995), "Rotation of Principal Components: Choice of Normalization Constraints," Journal of Applied Statistics, 22, 29-35.
-
(1995)
Journal of Applied Statistics
, vol.22
, pp. 29-35
-
-
-
10
-
-
0141941674
-
A modified principal component technique based on the lasso
-
Jolliffe, I. T., Trendafilov, N. T., and Uddin, M. (2003), "A Modified Principal Component Technique Based on the Lasso," Journal of Computational and Graphical Statistics, 12, 531-547.
-
(2003)
Journal of Computational and Graphical Statistics
, vol.12
, pp. 531-547
-
-
Jolliffe, I.T.1
Trendafilov, N.T.2
Uddin, M.3
-
11
-
-
0003607151
-
-
New York: Academic Press
-
Mardia, K., Kent, J., and Bibby, J. (1979), Multivariate Analysis, New York: Academic Press.
-
(1979)
Multivariate Analysis
-
-
Mardia, K.1
Kent, J.2
Bibby, J.3
-
12
-
-
0021427712
-
Principal variables
-
McCabe, G. (1984), "Principal Variables," Technometrics, 26, 137-144.
-
(1984)
Technometrics
, vol.26
, pp. 137-144
-
-
McCabe, G.1
-
13
-
-
0034215549
-
A new approach to variable selection in least squares problems
-
Osborne, M. R., Presnell, B., and Turlach, B. A. (2000), "A New Approach to Variable Selection in Least Squares Problems," IMA Journal of Numerical Analysis, 20, 389-403.
-
(2000)
IMA Journal of Numerical Analysis
, vol.20
, pp. 389-403
-
-
Osborne, M.R.1
Presnell, B.2
Turlach, B.A.3
-
14
-
-
0347201147
-
Multidass cancer diagnosis using tumor gene expression signature
-
Ramaswamy, S., Tamayo, P., Rifkin, R., Mukheriee, S., Yeang, C., Angelo, M., Ladd, C., Reich, M., Latulippe, E., Mesirov, J., Poggio, T., Gerald, W., Loda, M., Lander, E., and Golub, T. (2001), "Multidass Cancer Diagnosis using Tumor Gene Expression Signature," in Proceedings of the National Academy of Sciences, 98, pp. 15149-15154.
-
(2001)
Proceedings of the National Academy of Sciences
, vol.98
, pp. 15149-15154
-
-
Ramaswamy, S.1
Tamayo, P.2
Rifkin, R.3
Mukheriee, S.4
Yeang, C.5
Angelo, M.6
Ladd, C.7
Reich, M.8
Latulippe, E.9
Mesirov, J.10
Poggio, T.11
Gerald, W.12
Loda, M.13
Lander, E.14
Golub, T.15
-
15
-
-
0001287271
-
Regression shrinkage and selection via the lasso
-
Tibshirani, R. (1996), "Regression Shrinkage and Selection via the Lasso," Journal of the Royal Statistical Society, Series B, 58, 267-288.
-
(1996)
Journal of the Royal Statistical Society, Series B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
16
-
-
0037076272
-
Diagnosis of multiple cancer types by shrunken centroids of gene
-
Tibshirani, R., Hastie, T., Narasimhan, B., and Chu, G. (2002), "Diagnosis of Multiple Cancer Types by Shrunken Centroids of Gene," in Proceedings of the National Academy of Sciences, 99, 6567-6572.
-
(2002)
Proceedings of the National Academy of Sciences
, vol.99
, pp. 6567-6572
-
-
Tibshirani, R.1
Hastie, T.2
Narasimhan, B.3
Chu, G.4
-
17
-
-
0034354646
-
Simple principal components
-
Vines, S. (2000), "Simple Principal Components," Applied Statistics, 49, 441-451.
-
(2000)
Applied Statistics
, vol.49
, pp. 441-451
-
-
Vines, S.1
-
18
-
-
16244401458
-
Regularization and variable selection via the elastic net
-
Zou, H., and Hastie, T. (2005), "Regularization and Variable Selection via the Elastic Net," Journal of the Royal Statistical Society, Series B, 67, 301-320.
-
(2005)
Journal of the Royal Statistical Society, Series B
, vol.67
, pp. 301-320
-
-
Zou, H.1
Hastie, T.2
|