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1

Optimal selection of reduced rank estimators of high-dimensional matrices

Bunea, Florentina, She, Yiyuan, Wegkamp, Marten H.

Journal:

The Annals of Statistics

Year:

2011

Language:

english

File:

PDF, 362 KB

english, 2011

2

A note on minimum distance estimation of copula densities

Gérard Biau, Marten Wegkamp

Journal:

Statistics & Probability Letters

Year:

2005

Language:

english

File:

PDF, 232 KB

english, 2005

3

Time-dependent copulas

Jean-David Fermanian, Marten H. Wegkamp

Journal:

Journal of Multivariate Analysis

Year:

2012

Language:

english

File:

PDF, 277 KB

english, 2012

4

Sparsity oracle inequalities for the Lasso

Bunea, Florentina, Tsybakov, Alexandre, Wegkamp, Marten

Journal:

Electronic Journal of Statistics

Year:

2007

Language:

english

File:

PDF, 311 KB

english, 2007

5

OPTIMAL SELECTION OF REDUCED RANK ESTIMATORS OF HIGH-DIMENSIONAL MATRICES

Florentina Bunea, Yiyuan She and Marten H. Wegkamp

Journal:

The Annals of Statistics

Year:

2011

Language:

english

File:

PDF, 1.99 MB

english, 2011

6

Classification with reject option

Radu Herbei, Marten H. Wegkamp

Journal:

Canadian Journal of Statistics

Year:

2006

Language:

english

File:

PDF, 675 KB

english, 2006

7

Consistent variable selection in high dimensional regression via multiple testing

Florentina Bunea, Marten H. Wegkamp, Anna Auguste

Journal:

Journal of Statistical Planning and Inference

Year:

2006

Language:

english

File:

PDF, 188 KB

english, 2006

8

Necessary and sufficient conditions for weak convergence of smoothed empirical processes

Dragan Radulović, Marten Wegkamp

Journal:

Statistics & Probability Letters

Year:

2003

Language:

english

File:

PDF, 200 KB

english, 2003

9

Wild Bootstrapping in Finite Populations with Auxiliary Information

Roelof Helmers, Marten Wegkamp

Journal:

Scandinavian Journal of Statistics

Year:

1998

Language:

english

File:

PDF, 290 KB

english, 1998

10

Bandwidth selection for local linear regression smoothers

Nicolas W. Hengartner, Marten H. Wegkamp, Eric Matzner-Løber

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2002

Language:

english

File:

PDF, 203 KB

english, 2002

11

Weighted Minimum Mean–Square Distance from Independence Estimation

Donald J. Brown, Marten H. Wegkamp

Journal:

Year:

2002

Language:

english

File:

PDF, 143 KB

english, 2002

12

Adaptive inference for the mean of a Gaussian process in functional data

Florentina Bunea, Andrada E. Ivanescu, Marten H. Wegkamp

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2011

Language:

english

File:

PDF, 9.32 MB

english, 2011

13

Quasi-Universal Bandwidth Selection for Kernel Density Estimators

Marten H. Wegkamp

Journal:

Canadian Journal of Statistics

Year:

1999

Language:

english

File:

PDF, 410 KB

english, 1999

14

Two-Stage Model Selection Procedures in Partially Linear Regression

Florentina Bunea and Marten H. Wegkamp

Journal:

Canadian Journal of Statistics

Year:

2004

Language:

english

File:

PDF, 699 KB

english, 2004

15

Estimation and Selection Procedures in Regression: An L1Approach

Nicolas Hengartner and Marten Wegkamp

Journal:

Canadian Journal of Statistics

Year:

2001

Language:

english

File:

PDF, 621 KB

english, 2001

16

A Note on Penalized Minimum Distance Estimation in Nonparametric Regression

Florentina Bunea and Marten H. Wegkamp

Journal:

Canadian Journal of Statistics

Year:

2003

Language:

english

File:

PDF, 369 KB

english, 2003

17

Selected Works of Willem van Zwet Volume 241 || A Refinement of the KMT Inequality for the Uniform Empirical Process

van de Geer, Sara, Wegkamp, Marten

Year:

2012

Language:

english

File:

PDF, 2.20 MB

english, 2012

18

Selected Works of Willem van Zwet || A Proof of Kakutani’s Conjecture on Random Subdivision of Longest Intervals

van de Geer, Sara, Wegkamp, Marten

Year:

2012

Language:

english

File:

PDF, 951 KB

english, 2012

19

Selected Works of Willem van Zwet || Chapter 29 A discussion of Willem van Zwet’s probability papers

van de Geer, Sara, Wegkamp, Marten

Year:

2012

Language:

english

File:

PDF, 1.57 MB

english, 2012

20

Selected Works of Willem van Zwet || Weak Convergence Results for the Kakutani Interval Splitting Procedure

van de Geer, Sara, Wegkamp, Marten

Year:

2012

Language:

english

File:

PDF, 6.39 MB

english, 2012

21

Selected Works of Willem van Zwet || A Non-Markovian Model for Cell Population Growth: Tail Behavior and Duration of the Growth Process

van de Geer, Sara, Wegkamp, Marten

Year:

2012

Language:

english

File:

PDF, 5.14 MB

english, 2012

22

Aggregation for Gaussian regression

Bunea, Florentina, Tsybakov, Alexandre B., Wegkamp, Marten H.

Journal:

The Annals of Statistics

Year:

2007

Language:

english

File:

PDF, 276 KB

english, 2007

23

Discussion of “Correlated variables in regression: Clustering and sparse estimation”

Bien, Jacob, Wegkamp, Marten

Journal:

Journal of Statistical Planning and Inference

Year:

2013

Language:

english

File:

PDF, 196 KB

english, 2013

24

The First Erich L. Lehmann Symposium-Optimality || Second Order Asymptotics for M-Estimators under Non-Standard Conditions

Nicolas W. Hengartner and Marten H. Wegkamp

Journal:

IMS Lecture Notes--Monograph Series

Year:

2004

Language:

english

File:

PDF, 1.14 MB

english, 2004

25

Classification with Reject Option

Radu Herbei and Marten H. Wegkamp

Journal:

Canadian Journal of Statistics

Year:

2006

Language:

english

File:

PDF, 1.22 MB

english, 2006

26

Joint variable and rank selection for parsimonious estimation of high-dimensional matrices

Bunea, Florentina, She, Yiyuan, Wegkamp, Marten H.

Journal:

The Annals of Statistics

Year:

2012

Language:

english

File:

PDF, 312 KB

english, 2012

27

Weak convergence of empirical copula processes

Fermanian, Jean-David, Radulovic, Dragan, Wegkamp, Marten

Journal:

Year:

2004

Language:

english

File:

PDF, 128 KB

english, 2004

28

Complexity Regularization via Localized Random Penalties

Gábor Lugosi and Marten Wegkamp

Journal:

The Annals of Statistics

Year:

2004

Language:

english

File:

PDF, 389 KB

english, 2004

29

Aggregation for Gaussian Regression

Florentina Bunea, Alexandre B. Tsybakov and Marten H. Wegkamp

Journal:

The Annals of Statistics

Year:

2007

Language:

english

File:

PDF, 1.52 MB

english, 2007

30

Bandwidth Selection for Local Linear Regression Smoothers

Nicolas W. Hengartner, Marten H. Wegkamp and Eric Matzner-Løber

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2002

Language:

english

File:

PDF, 1.25 MB

english, 2002

31

ENCAPP: elastic-net-based prognosis prediction and biomarker discovery for human cancers

Das, Jishnu, Gayvert, Kaitlyn M, Bunea, Florentina, Wegkamp, Marten H, Yu, Haiyuan

Journal:

Year:

2015

Language:

english

File:

PDF, 1.22 MB

english, 2015

32

JOINT VARIABLE AND RANK SELECTION FOR PARSIMONIOUS ESTIMATION OF HIGH-DIMENSIONAL MATRICES

Florentina Bunea, Yiyuan She and Marten H. Wegkamp

Journal:

The Annals of Statistics

Year:

2012

Language:

english

File:

PDF, 1.93 MB

english, 2012

33

SPADES AND MIXTURE MODELS

Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp and Adrian Barbu

Journal:

The Annals of Statistics

Year:

2010

Language:

english

File:

PDF, 2.49 MB

english, 2010

34

Consistency for the Least Squares Estimator in Nonparametric Regression

Sara Van De Geer and Marten Wegkamp

Journal:

The Annals of Statistics

Year:

1996

Language:

english

File:

PDF, 1.00 MB

english, 1996

35

Weak Convergence of Empirical Copula Processes

Jean-David Fermanian, Dragan Radulović and Marten Wegkamp

Journal:

Year:

2004

Language:

english

File:

PDF, 1.20 MB

english, 2004

36

Wild Bootstrapping in Finite Populations with Auxiliary Information

Roelof Helmers and Marten Wegkamp

Journal:

Scandinavian Journal of Statistics

Year:

1998

Language:

english

File:

PDF, 1.55 MB

english, 1998

37

Weighted Minimum Mean-Square Distance from Independence Estimation

Donald J. Brown and Marten H. Wegkamp

Journal:

Year:

2002

Language:

english

File:

PDF, 481 KB

english, 2002

38

Model Selection in Nonparametric Regression

Journal:

The Annals of Statistics

Year:

2003

Language:

english

File:

PDF, 1.75 MB

english, 2003

39

Asymptotic total variation tests for copulas

Fermanian, Jean-David, Radulović, Dragan, Wegkamp, Marten

Journal:

Year:

2015

Language:

english

File:

PDF, 2.17 MB

english, 2015

40

Adaptive estimation of the copula correlation matrix for semiparametric elliptical copulas

Wegkamp, Marten, Zhao, Yue

Journal:

Year:

2016

Language:

english

File:

PDF, 442 KB

english, 2016

41

Support vector machines with a reject option

Wegkamp, Marten, Yuan, Ming

Journal:

Year:

2011

Language:

english

File:

PDF, 253 KB

english, 2011

42

SPADES and mixture models

Bunea, Florentina, Tsybakov, Alexandre B., Wegkamp, Marten H., Barbu, Adrian

Journal:

The Annals of Statistics

Year:

2010

Language:

english

File:

PDF, 564 KB

english, 2010

43

Model selection in nonparametric regression

Wegkamp, Marten

Journal:

The Annals of Statistics

Year:

2003

Language:

english

File:

PDF, 184 KB

english, 2003

44

Weak convergence of empirical copula processes indexed by functions

Radulović, Dragan, Wegkamp, Marten, Zhao, Yue

Journal:

Year:

2017

Language:

english

File:

PDF, 375 KB

english, 2017

45

Weak convergence of stationary empirical processes

Radulović, Dragan, Wegkamp, Marten

Journal:

Journal of Statistical Planning and Inference

Year:

2017

Language:

english

File:

PDF, 442 KB

english, 2017

46

Consistency for the least squares estimator in nonparametric regression

van de Geer, Sara, Wegkamp, Marten

Journal:

The Annals of Statistics

Year:

1996

Language:

english

File:

PDF, 115 KB

english, 1996

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