-
1
-
-
0033905085
-
Wavelet domain image restoration with adaptive edge-preserving regularization
-
M. Belge, M.E. Kilmer, and E.L. Miller, Wavelet domain image restoration with adaptive edge-preserving regularization, IEEE Transactions On Image Processing 9 (2000), no. 4, 597-608.
-
(2000)
IEEE Transactions On Image Processing
, vol.9
, Issue.4
, pp. 597-608
-
-
Belge, M.1
Kilmer, M.E.2
Miller, E.L.3
-
3
-
-
84950635693
-
A simulation study of alternatives to ordinary least squares: Comment
-
C. Bingham and K. Larntz, A simulation study of alternatives to ordinary least squares: Comment, Journal of the American Statistical Association72 (1977), no. 357, 97-102.
-
(1977)
Journal of the American Statistical Association
, vol.72
, Issue.357
, pp. 97-102
-
-
Bingham, C.1
Larntz, K.2
-
5
-
-
0004207334
-
-
Oxford University Press, Oxford, UK
-
P. Brown, Measurement, Regression and Calibration, Oxford University Press, Oxford, UK, 1993.
-
(1993)
Measurement, Regression and Calibration
-
-
Brown, P.1
-
6
-
-
84993778661
-
Comment on Variable selection and function estimation in additive nonparametric regression using a data-based prior
-
B.A. Brumback, D. Ruppert, and M.P. Wand, Comment on "Variable selection and function estimation in additive nonparametric regression using a data-based prior", Journal of the American Statistical Association 94 (1999), 794-797.
-
(1999)
Journal of the American Statistical Association
, vol.94
, pp. 794-797
-
-
Brumback, B.A.1
Ruppert, D.2
Wand, M.P.3
-
7
-
-
33847349358
-
Prediction in functional linear regression
-
T.T. Cai and P. Hall, Prediction in functional linear regression, The Annals of Statistics 34 (2006), no. 5, 2159-2179.
-
(2006)
The Annals of Statistics
, vol.34
, Issue.5
, pp. 2159-2179
-
-
Cai, T.T.1
Hall, P.2
-
8
-
-
0041459525
-
Spline estimators for the functional linear model
-
H. Cardot, F. Ferraty, and P. Sarda, Spline estimators for the functional linear model, Statistica Sinica 13 (2003), 571-591.
-
(2003)
Statistica Sinica
, vol.13
, pp. 571-591
-
-
Cardot, H.1
Ferraty, F.2
Sarda, P.3
-
9
-
-
34250263445
-
Smoothing noisy data with spline functions
-
P. Craven and G. Wahba, Smoothing noisy data with spline functions, Numerische Mathematik 31 (1979), 377-403.
-
(1979)
Numerische Mathematik
, vol.31
, pp. 377-403
-
-
Craven, P.1
Wahba, G.2
-
10
-
-
0001838289
-
A simulation study of alternatives to ordinary least squares
-
A.P. Dempster, M. Schatzoff, and N. Wermuth, A simulation study of alternatives to ordinary least squares, Journal of the American Statistical Association 72 (1977), no. 357, 77-912.
-
(1977)
Journal of the American Statistical Association
, vol.72
, Issue.357
, pp. 77-912
-
-
Dempster, A.P.1
Schatzoff, M.2
Wermuth, N.3
-
11
-
-
0020243342
-
A weighted pseudoinverse, generalized singular values, and contstrained least squares problems
-
L. Eldén, A weighted pseudoinverse, generalized singular values, and contstrained least squares problems, BIT 22 (1982), 487-502.
-
(1982)
BIT
, vol.22
, pp. 487-502
-
-
Eldén, L.1
-
12
-
-
0003531188
-
-
Kluwer, Dordrecht, Germany
-
H.W. Engl, M. Hanke, and A. Neubauer, Regularization of inverse problems, Kluwer, Dordrecht, Germany, 2000.
-
(2000)
Regularization of inverse problems
-
-
Engl, H.W.1
Hanke, M.2
Neubauer, A.3
-
14
-
-
0000590738
-
Second-derivative functional regression with applications to near infra-red spectroscopy
-
C. Goutis, Second-derivative functional regression with applications to near infra-red spectroscopy, Journal of the Royal Statistical Society B 60 (1998), no. 1, 103-114.
-
(1998)
Journal of the Royal Statistical Society B
, vol.60
, Issue.1
, pp. 103-114
-
-
Goutis, C.1
-
15
-
-
0003368014
-
The Theory of Tikhonov Regularization for Fredholm Equations of the First Kind
-
Pitman, Boston, MA
-
C.W. Groetsch, The Theory of Tikhonov Regularization for Fredholm Equations of the First Kind, Research Notes in Mathematics, vol. 105, Pitman, Boston, MA, 1984.
-
(1984)
Research Notes in Mathematics
, vol.105
-
-
Groetsch, C.W.1
-
16
-
-
35348874516
-
Methodology and convergence rates for functional linear regression
-
P. Hall and J.L. Horowitz, Methodology and convergence rates for functional linear regression, The Annals of Statistics 35 (2007), no. 1, 70-91.
-
(2007)
The Annals of Statistics
, vol.35
, Issue.1
, pp. 70-91
-
-
Hall, P.1
Horowitz, J.L.2
-
17
-
-
0035252777
-
A functional data-analytic approach to signal discrimination
-
P. Hall, D.S. Poskitt, and B. Presnell, A functional data-analytic approach to signal discrimination, Technometrics 43 (2001), no. 1, 1-9.
-
(2001)
Technometrics
, vol.43
, Issue.1
, pp. 1-9
-
-
Hall, P.1
Poskitt, D.S.2
Presnell, B.3
-
18
-
-
36149032607
-
Perturbation bounds for discrete Tikhonov regularisation
-
P.C. Hansen, Perturbation bounds for discrete Tikhonov regularisation, Inverse Problems 5 (1989), L41-L44.
-
(1989)
Inverse Problems
, vol.5
-
-
Hansen, P.C.1
-
20
-
-
21844486429
-
Penalized discriminant analysis
-
T. Hastie, A. Buja, and R. Tibshirani, Penalized discriminant analysis, The Annals of Statistics 23 (1995), no. 1, 73-102.
-
(1995)
The Annals of Statistics
, vol.23
, Issue.1
, pp. 73-102
-
-
Hastie, T.1
Buja, A.2
Tibshirani, R.3
-
21
-
-
0001194220
-
Discussion of "A statistical view of some chemometrics regression tools"
-
T. Hastie and C. Mallows, Discussion of "A statistical view of some chemometrics regression tools", Technometrics 35 (1993), 109-148.
-
(1993)
Technometrics
, vol.35
, pp. 109-148
-
-
Hastie, T.1
Mallows, C.2
-
23
-
-
84942484786
-
Ridge regression: Biased estimation for nonorthogonal problems
-
A.E. Hoerl and R.W. Kennard, Ridge regression: Biased estimation for nonorthogonal problems, Technometrics 12 (1970), no. 1, 55-67.
-
(1970)
Technometrics
, vol.12
, Issue.1
, pp. 55-67
-
-
Hoerl, A.E.1
Kennard, R.W.2
-
24
-
-
69249142337
-
Functional principal components analysis via penalized rank one approximation
-
J.Z. Huang, H. Shen, and A. Buja, Functional principal components analysis via penalized rank one approximation, Electronic Journal of Statistics 2(2008), 678-695.
-
(2008)
Electronic Journal of Statistics
, vol.2
, pp. 678-695
-
-
Huang, J.Z.1
Shen, H.2
Buja, A.3
-
25
-
-
39449117105
-
A projection-based approach to general-form Tikhonov regularization
-
M.E. Kilmer, P.C. Hansen, and M.I. Español, A projection-based approach to general-form Tikhonov regularization, Siam J. Sci. Comput 29 (2007), no. 1, 315-330.
-
(2007)
Siam J. Sci. Comput
, vol.29
, Issue.1
, pp. 315-330
-
-
Kilmer, M.E.1
Hansen, P.C.2
Español, M.I.3
-
26
-
-
42649140560
-
Network-constrained regularization and variable selection for analysis of genomic data
-
C. Li and H. Li, Network-constrained regularization and variable selection for analysis of genomic data, Bioinformatics 24 (2008), no. 9, 1175.
-
(2008)
Bioinformatics
, vol.24
, Issue.9
, pp. 1175
-
-
Li, C.1
Li, H.2
-
27
-
-
58049208432
-
Spectral Analysis of Multiplex Raman Probe Signatures
-
B.R. Lutz, C.E. Dentinger, L.N. Nguyen, L. Sun, J. Zhang, A.N. Allen, S. Chan, and B.S. Knudsen, Spectral Analysis of Multiplex Raman Probe Signatures, ACS nano 2 (2008), no. 11, 2306-2314.
-
(2008)
ACS nano
, vol.2
, Issue.11
, pp. 2306-2314
-
-
Lutz, B.R.1
Dentinger, C.E.2
Nguyen, L.N.3
Sun, L.4
Zhang, J.5
Allen, A.N.6
Chan, S.7
Knudsen, B.S.8
-
28
-
-
50849146085
-
Finite-dimensional regularization with nonidentity smoothing matrices
-
A.J. MacLeod, Finite-dimensional regularization with nonidentity smoothing matrices, Linear Algebra and its Applications 111 (1988), 191-207.
-
(1988)
Linear Algebra and its Applications
, vol.111
, pp. 191-207
-
-
McLeod, A.J.1
-
29
-
-
84944477553
-
Generalized inverses, ridge regression, biased linear estimation and nonlinear estimation
-
D.W. Marquardt, Generalized inverses, ridge regression, biased linear estimation and nonlinear estimation, Technometrics 12 (1970), no. 3, 591-612.
-
(1970)
Technometrics
, vol.12
, Issue.3
, pp. 591-612
-
-
Marquardt, D.W.1
-
30
-
-
0033079479
-
Generalized linear regression on sampled signals and curves: A P-spline approach
-
B.D. Marx and P.H.C. Eilers, Generalized linear regression on sampled signals and curves: A P-spline approach, Technometrics 41 (1999), no. 1, 1-13.
-
(1999)
Technometrics
, vol.41
, Issue.1
, pp. 1-13
-
-
Marx, B.D.1
Eilers, P.H.C.2
-
31
-
-
0036086103
-
Multivariate calibration stability: A comparison of methods
-
B.D. Marx and P.H.C. Eilers, Multivariate calibration stability: a comparison of methods, Journal of Chemometrics 16 (2002), no. 3, 129-140.
-
(2002)
Journal of Chemometrics
, vol.16
, Issue.3
, pp. 129-140
-
-
Marx, B.D.1
Eilers, P.H.C.2
-
32
-
-
19744371683
-
Functional modelling and classification of longitudinal data
-
H.G. Müller, Functional modelling and classification of longitudinal data, Scandinavian Journal of Statistics 32 (2005), 223-240.
-
(2005)
Scandinavian Journal of Statistics
, vol.32
, pp. 223-240
-
-
Müller, H.G.1
-
33
-
-
0032163862
-
Solving ill-conditioned and singular linear systems: A tutorial on regularization
-
A. Neumaier, Solving ill-conditioned and singular linear systems: A tutorial on regularization, SIAM Review 10 (1998), no. 3, 636-666.
-
(1998)
SIAM Review
, vol.10
, Issue.3
, pp. 636-666
-
-
Neumaier, A.1
-
34
-
-
84875385700
-
The extension of generalized cross-validation to a multi-parameter class of estimators
-
D.M. O'Brien and J.N. Holt, The extension of generalized cross-validation to a multi-parameter class of estimators, Austral. Math. Soc. (Series B) (1981), no. 22, 501-514.
-
(1981)
Austral. Math. Soc. (Series B)
, Issue.22
, pp. 501-514
-
-
O'Brien, D.M.1
Holt, J.N.2
-
35
-
-
0001129014
-
Towards a generalized singular value decomposition
-
C.C. Paige and M.A. Saunders, Towards a generalized singular value decomposition, SIAM J. Numerical Analysis 18 (1981), no. 3, 398-405.
-
(1981)
SIAM J. Numerical Analysis
, vol.18
, Issue.3
, pp. 398-405
-
-
Paige, C.C.1
Saunders, M.A.2
-
36
-
-
84890326874
-
A technique for the numerical solution of certain integral equations of the first kind
-
D.L. Phillips, A technique for the numerical solution of certain integral equations of the first kind, Journal of the ACM 9 (1962), no. 1, 84-97.
-
(1962)
Journal of the ACM
, vol.9
, Issue.1
, pp. 84-97
-
-
Phillips, D.L.1
-
37
-
-
79961135005
-
-
R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-07-0
-
R Development Core Team, R: A language and environment for statistical computing, R Foundation for Statistical Computing, Vienna, Austria, 2011, ISBN 3-900051-07-0.
-
(2011)
R: A language and environment for statistical computing
-
-
-
40
-
-
35348906983
-
Functional principal component regression and functional partial least squares
-
P.T. Reiss and R.T. Ogden, Functional principal component regression and functional partial least squares, Journal of the American Statistical Association 102 (2007), no. 479, 984-986.
-
(2007)
Journal of the American Statistical Association
, vol.102
, Issue.479
, pp. 984-986
-
-
Reiss, P.T.1
Ogden, R.T.2
-
41
-
-
62849093921
-
Smoothing parameter selection for a class of semiparametric linear models
-
P.T. Reiss and R.T. Ogden, Smoothing parameter selection for a class of semiparametric linear models, Journal of the Royal Statistical Society B 71(2009), no. 2, 505-523.
-
(2009)
Journal of the Royal Statistical Society B
, vol.71
, Issue.2
, pp. 505-523
-
-
Reiss, P.T.1
Ogden, R.T.2
-
42
-
-
0012891890
-
-
Cambridge University Press, New York
-
D. Ruppert, M.P. Wand, and R.J. Carroll, Semiparametric regression, Cambridge University Press, New York, 2003.
-
(2003)
Semiparametric regression
-
-
Ruppert, D.1
Wand, M.P.2
Carroll, R.J.3
-
43
-
-
0003734175
-
-
SAS Institute Inc., version 9.2, Cary, NC
-
SAS Institute Inc., SAS/STAT software, version 9.2, Cary, NC, 2008.
-
(2008)
SAS/STAT software
-
-
-
44
-
-
65349179006
-
A Novel Method for Detection of Phosphorylation in Single Cells by Surface Enhanced Raman Scattering (SERS) using Composite Organic-Inorganic Nanoparticles (COINs)
-
C.M. Shachaf, S.V. Elchuri, A.L. Koh, J. Zhu, L.N. Nguyen, D.J. Mitchell, J. Zhang, K.B. Swartz, L. Sun, S. Chan, et al., A Novel Method for Detection of Phosphorylation in Single Cells by Surface Enhanced Raman Scattering (SERS) using Composite Organic-Inorganic Nanoparticles (COINs), PLoS ONE4 (2009), no. 4.
-
(2009)
PLoS ONE
, vol.4
, Issue.4
-
-
Shachaf, C.M.1
Elchuri, S.V.2
Koh, A.L.3
Zhu, J.4
Nguyen, L.N.5
Mitchell, D.J.6
Zhang, J.7
Swartz, K.B.8
Sun, L.9
Chan, S.10
-
45
-
-
0030537857
-
Smoothed functional principal components analysis by choice of norm
-
B.W. Silverman, Smoothed functional principal components analysis by choice of norm, The Annals of Statistics 24 (1996), 1-24.
-
(1996)
The Annals of Statistics
, vol.24
, pp. 1-24
-
-
Silverman, B.W.1
-
46
-
-
77955405900
-
Feature selection guided by structural information
-
M. Slawski, W. Zu Castell, and G. Tutz, Feature selection guided by structural information, Annals of Applied Statistics 4 (2010), no. 2, 1056-1080.
-
(2010)
Annals of Applied Statistics
, vol.4
, Issue.2
, pp. 1056-1080
-
-
Slawski, M.1
Castell, W.Z.2
Tutz, G.3
-
47
-
-
0041512328
-
Comment on "that BLUP is a good thing: The estimation of random effects", by G.K. Robinson
-
T. Speed, Comment on "that BLUP is a good thing: The estimation of random effects", by G.K. Robinson, Statistical Science 6 (1991), no. 1, 42-44.
-
(1991)
Statistical Science
, vol.6
, Issue.1
, pp. 42-44
-
-
Speed, T.1
-
48
-
-
33847267364
-
Tikhonov regularization in standardized and general form for multivariate calibration with application towards removing unwanted spectral artifacts
-
F. Stout and J.H. Kalivas, Tikhonov regularization in standardized and general form for multivariate calibration with application towards removing unwanted spectral artifacts, Journal of Chemometrics 20 (2006), 22-33.
-
(2006)
Journal of Chemometrics
, vol.20
, pp. 22-33
-
-
Stout, F.1
Kalivas, J.H.2
-
49
-
-
12844266177
-
Sparsity and smoothness via the fused lasso
-
R. Tibshirani, M. Saunders, S. Rosset, J. Zhu, and K. Knight, Sparsity and smoothness via the fused lasso, Journal of the Royal Statistical Society B67 (2005), no. 1, 91-108.
-
(2005)
Journal of the Royal Statistical Society
, vol.B67
, Issue.1
, pp. 91-108
-
-
Tibshirani, R.1
Saunders, M.2
Rosset, S.3
Zhu, J.4
Knight, K.5
-
50
-
-
79954994522
-
The solution path of the generalized lasso
-
R.J. Tibshirani and J. Taylor, The solution path of the generalized lasso, The Annals of Statistics 39 (2011), no. 3, 1335-1371.
-
(2011)
The Annals of Statistics
, vol.39
, Issue.3
, pp. 1335-1371
-
-
Tibshirani, R.J.1
Taylor, J.2
-
51
-
-
0000418073
-
On the stability of inverse problems
-
A.N. Tikhonov, On the stability of inverse problems, Dokl. Akad. Nauk SSSR39 (1943), 176-179.
-
(1943)
Dokl. Akad. Nauk SSSR
, vol.39
, pp. 176-179
-
-
Tikhonov, A.N.1
-
52
-
-
67650653486
-
Penalized regression with correlation-based penalty
-
G. Tutz and J. Ulbricht, Penalized regression with correlation-based penalty, Statistics and Computing 19 (2009), no. 3, 239-253.
-
(2009)
Statistics and Computing
, vol.19
, Issue.3
, pp. 239-253
-
-
Tutz, G.1
Ulbricht, J.2
-
53
-
-
0002434551
-
A practical examination of some numerical methods for linear discrete ill-posed problems
-
J.M. Varah, A practical examination of some numerical methods for linear discrete ill-posed problems, SIAM Review 21 (1979), no. 1, 100-111.
-
(1979)
SIAM Review
, vol.21
, Issue.1
, pp. 100-111
-
-
Varah, J.M.1
|