-
1
-
-
33144473575
-
Fisher and regression
-
Aldrich, J. (2005) Fisher and regression. Statist. Sci., 20, 401-417.
-
(2005)
Statist. Sci.
, vol.20
, pp. 401-417
-
-
Aldrich, J.1
-
2
-
-
41549106844
-
Regularized estimation of large covariance matrices
-
Bickel, P. and Levina, E. (2008) Regularized estimation of large covariance matrices. Ann. Statist., 36, 199-227.
-
(2008)
Ann. Statist.
, vol.36
, pp. 199-227
-
-
Bickel, P.1
Levina, E.2
-
3
-
-
33846515112
-
Partial least squares: a versatile tool for the analysis of high-dimensional genomic data
-
Boulesteix, A.-L. and Strimmer, K. (2006) Partial least squares: a versatile tool for the analysis of high-dimensional genomic data. Brief. Bioinform., 7, 32-44.
-
(2006)
Brief. Bioinform.
, vol.7
, pp. 32-44
-
-
Boulesteix, A.-L.1
Strimmer, K.2
-
4
-
-
74049093630
-
Sparse partial least squares regression for simultaneous dimension reduction and variable selection
-
Chun, H. and Keleş, S. (2010) Sparse partial least squares regression for simultaneous dimension reduction and variable selection. J. R. Statist. Soc. B, 72, 3-25.
-
(2010)
J. R. Statist. Soc. B
, vol.72
, pp. 3-25
-
-
Chun, H.1
Keleş, S.2
-
7
-
-
34548529252
-
Dimension reduction in regression without matrix inversion
-
Cook, R. D., Li, B. and Chiaromonte, F. (2007) Dimension reduction in regression without matrix inversion. Biometrika, 94, 569-584.
-
(2007)
Biometrika
, vol.94
, pp. 569-584
-
-
Cook, R.D.1
Li, B.2
Chiaromonte, F.3
-
8
-
-
78349232766
-
Envelope models for parsimonious and efficient multivariate regression (with discussion)
-
Cook, R. D., Li, B. and Chiaromonte, F. (2010) Envelope models for parsimonious and efficient multivariate regression (with discussion). Statist. Sin., 20, 927-1010.
-
(2010)
Statist. Sin.
, vol.20
, pp. 927-1010
-
-
Cook, R.D.1
Li, B.2
Chiaromonte, F.3
-
9
-
-
84858298016
-
Achieving near perfect classification for functional data
-
Delaigle, A. and Hall, P. (2012) Achieving near perfect classification for functional data. J. R. Statist. Soc. B, 74, 267-286.
-
(2012)
J. R. Statist. Soc. B
, vol.74
, pp. 267-286
-
-
Delaigle, A.1
Hall, P.2
-
10
-
-
0032216898
-
The geometry of algorithms with orthogonality constraints
-
Edelman, A., Tomás, A. A. and Smith, S. T. (1998) The geometry of algorithms with orthogonality constraints. SIAM J. Matrix Anal. Applic., 20, 303-353.
-
(1998)
SIAM J. Matrix Anal. Applic.
, vol.20
, pp. 303-353
-
-
Edelman, A.1
Tomás, A.A.2
Smith, S.T.3
-
11
-
-
84952149204
-
A statistical view of some chemometrics regression tools (with discussion)
-
Frank, I. E. and Friedman, J. H. (1993) A statistical view of some chemometrics regression tools (with discussion). Technometrics, 35, 109-148.
-
(1993)
Technometrics
, vol.35
, pp. 109-148
-
-
Frank, I.E.1
Friedman, J.H.2
-
12
-
-
84946280337
-
On the structure of partial least squares regression
-
Helland, I. S. (1988) On the structure of partial least squares regression. Communs Statist. Simuln Computn, 17, 581-607.
-
(1988)
Communs Statist. Simuln Computn
, vol.17
, pp. 581-607
-
-
Helland, I.S.1
-
13
-
-
0000656711
-
Partial least squares regression and statistical models
-
Helland, I. S. (1990) Partial least squares regression and statistical models. Scand. J. Statist., 17, 97-114.
-
(1990)
Scand. J. Statist.
, vol.17
, pp. 97-114
-
-
Helland, I.S.1
-
14
-
-
0000190677
-
Maximum likelihood regression on relevant components
-
Helland, I. S. (1992) Maximum likelihood regression on relevant components. J. R. Statist. Soc. B, 54, 637-647.
-
(1992)
J. R. Statist. Soc. B
, vol.54
, pp. 637-647
-
-
Helland, I.S.1
-
15
-
-
0035965460
-
Some theoretical aspects of partial least squares regression
-
Helland, I. S. (2001) Some theoretical aspects of partial least squares regression. Chemometr. Intell. Lab. Syst., 58, 97-107.
-
(2001)
Chemometr. Intell. Lab. Syst.
, vol.58
, pp. 97-107
-
-
Helland, I.S.1
-
17
-
-
84885852576
-
A unified scientific basis for inference
-
University of Olso, Oslo.
-
Helland, I. S. (2012) A unified scientific basis for inference. Preprint arXiv:1206.5075. University of Olso, Oslo.
-
(2012)
Preprint arXiv:1206.5075
-
-
Helland, I.S.1
-
18
-
-
84885857398
-
A basis for statistical theory and quantum theory
-
(ed. P. Bracken). Rijeka: InTech.
-
Helland, I. S. (2013) A basis for statistical theory and quantum theory. In Advances in Quantum Mechanics (ed. P. Bracken ). Rijeka: InTech.
-
(2013)
Advances in Quantum Mechanics
-
-
Helland, I.S.1
-
19
-
-
84870067056
-
Near optimal prediction from relevant components
-
Helland, I. S., Sæbø, S. and Tjelmeland, H. (2012) Near optimal prediction from relevant components. Scand. J. Statist. 39, 695-713.
-
(2012)
Scand. J. Statist
, vol.39
, pp. 695-713
-
-
Helland, I.S.1
Sæbø, S.2
Tjelmeland, H.3
-
20
-
-
0027530250
-
SIMPLS: an alternative approach to partial least squares regression
-
de Jong, S. (1993) SIMPLS: an alternative approach to partial least squares regression. Chemometr. Intell. Lab. Syst., 18, 251-263.
-
(1993)
Chemometr. Intell. Lab. Syst.
, vol.18
, pp. 251-263
-
-
de Jong, S.1
-
21
-
-
62349114549
-
Sparse estimation of large covariance matrices via a nested Lasso penalty
-
Levina, E., Rothman, A. J. and Zhu, J. (2008) Sparse estimation of large covariance matrices via a nested Lasso penalty. Ann. Appl. Statist., 2, 245-263.
-
(2008)
Ann. Appl. Statist.
, vol.2
, pp. 245-263
-
-
Levina, E.1
Rothman, A.J.2
Zhu, J.3
-
22
-
-
3042571516
-
Optimal linear representations of images for object recognition
-
Liu, X., Srivistava, A. and Gallivan, K. (2004) Optimal linear representations of images for object recognition. IEEE Trans. Pattn Anal. Mach. Intell., 26, 662-666.
-
(2004)
IEEE Trans. Pattn Anal. Mach. Intell.
, vol.26
, pp. 662-666
-
-
Liu, X.1
Srivistava, A.2
Gallivan, K.3
-
24
-
-
27644451742
-
The prediction error in cls and pls: the importance of feature selection prior to multivariate calibration
-
Nadler, B. and Coifman, R. R. (2005) The prediction error in cls and pls: the importance of feature selection prior to multivariate calibration. J. Chemometr., 19, 107-118.
-
(2005)
J. Chemometr.
, vol.19
, pp. 107-118
-
-
Nadler, B.1
Coifman, R.R.2
-
25
-
-
0001762047
-
Relevant components in regression
-
Næs, T. and Helland, I. S. (1993) Relevant components in regression. Scand. J. Statist., 20, 239-250.
-
(1993)
Scand. J. Statist.
, vol.20
, pp. 239-250
-
-
Næs, T.1
Helland, I.S.2
-
26
-
-
0002510018
-
Moments for the inverted Wishart distribution
-
von Rosen, D. (1988) Moments for the inverted Wishart distribution. Scand. J. Statist., 15, 97-109.
-
(1988)
Scand. J. Statist.
, vol.15
, pp. 97-109
-
-
von Rosen, D.1
-
27
-
-
62349119614
-
Sparse permutation invariant covariance estimation
-
Rothman, A. J., Bickel, P., Levina, E. and Zhu, J. (2008) Sparse permutation invariant covariance estimation. Electron. J. Statist., 2, 494-515.
-
(2008)
Electron. J. Statist.
, vol.2
, pp. 494-515
-
-
Rothman, A.J.1
Bickel, P.2
Levina, E.3
Zhu, J.4
-
28
-
-
53649086225
-
ST-PLS: a multi-directional nearest shrunken centroid classifier via PLS
-
Sæbø, S., Almøy, T. and Aaastveit, A. (2007) ST-PLS: a multi-directional nearest shrunken centroid classifier via PLS. J. Chemometr., 22, 54-62.
-
(2007)
J. Chemometr.
, vol.22
, pp. 54-62
-
-
Sæbø, S.1
Almøy, T.2
Aaastveit, A.3
-
29
-
-
0012487730
-
Asymptotic theory of overparameterized structural models
-
Shapiro, A. (1986) Asymptotic theory of overparameterized structural models. J. Am. Statist. Ass., 81, 142-149.
-
(1986)
J. Am. Statist. Ass.
, vol.81
, pp. 142-149
-
-
Shapiro, A.1
-
30
-
-
0043262965
-
Eliminating multiple root problems in estimation
-
Small, C. G., Wang, J. and Yang, Z. (2000) Eliminating multiple root problems in estimation. Statist. Sci., 15, 313-341.
-
(2000)
Statist. Sci.
, vol.15
, pp. 313-341
-
-
Small, C.G.1
Wang, J.2
Yang, Z.3
-
31
-
-
79952167560
-
Partial envelopes for efficient estimation in multivariate linear regression
-
Su, Z. and Cook, R. D. (2011) Partial envelopes for efficient estimation in multivariate linear regression. Biometrika, 98, 133-146.
-
(2011)
Biometrika
, vol.98
, pp. 133-146
-
-
Su, Z.1
Cook, R.D.2
-
32
-
-
84865477855
-
Inner envelopes: efficient estimation in multivariate linear regression
-
Su, Z. and Cook, R. D. (2012) Inner envelopes: efficient estimation in multivariate linear regression. Biometrika, 99, 687-702.
-
(2012)
Biometrika
, vol.99
, pp. 687-702
-
-
Su, Z.1
Cook, R.D.2
-
33
-
-
84884256734
-
Estimation of multivariate means with heteroscedastic errors using envelope models
-
Su, Z. and Cook, R. D. (2013) Estimation of multivariate means with heteroscedastic errors using envelope models. Statist. Sin., 23, 213-230.
-
(2013)
Statist. Sin.
, vol.23
, pp. 213-230
-
-
Su, Z.1
Cook, R.D.2
-
34
-
-
0001098205
-
Estimation of principal components and related methods by iterative least squares
-
(ed. P. R. Krishnaiah). New York: Academic Press
-
Wold, H. (1966) Estimation of principal components and related methods by iterative least squares. In Multivariate Analysis (ed. P. R. Krishnaiah ). New York: Academic Press.
-
(1966)
Multivariate Analysis
-
-
Wold, H.1
|