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1

MODEL SELECTION AND INFERENCE: FACTS AND FICTION

Leeb, Hannes, Pötscher, Benedikt M.

Journal:

Econometric Theory

Year:

2005

Language:

english

File:

PDF, 338 KB

english, 2005

2

New primitive $t$-nomials $(t = 3,5)$ over $GF(2)$ whose degree is a Mersenne exponent

Kumada, Toshihiro, Leeb, Hannes, Kurita, Yoshiharu, Matsumoto, Makoto

Journal:

Mathematics of Computation

Year:

1999

Language:

english

File:

PDF, 113 KB

english, 1999

3

Sparse estimators and the oracle property, or the return of Hodges’ estimator

Hannes Leeb, Benedikt M. Pötscher

Journal:

Journal of Econometrics

Year:

2008

Language:

english

File:

PDF, 232 KB

english, 2008

4

On conditional moments of high-dimensional random vectors given lower-dimensional projections

Steinberger, Lukas, Leeb, Hannes

Journal:

Year:

2018

Language:

english

File:

PDF, 315 KB

english, 2018

5

On Various Confidence Intervals Post-Model-Selection

Leeb, Hannes, Pötscher, Benedikt M., Ewald, Karl

Journal:

Statistical Science

Year:

2015

Language:

english

File:

PDF, 331 KB

english, 2015

6

On the Large-Sample Minimal Coverage Probability of Confidence Intervals After Model Selection

Kabaila, Paul, Leeb, Hannes

Journal:

Journal of the American Statistical Association

Year:

2006

Language:

english

File:

PDF, 382 KB

english, 2006

7

Valid confidence intervals for post-model-selection predictors

Bachoc, François, Leeb, Hannes, Pötscher, Benedikt M.

Journal:

The Annals of Statistics

Year:

2019

File:

PDF, 324 KB

2019

8

Corrigenda to "New Primitive t-Nomials (t = 3, 5) over GF(2) Whose Degree Is a Mersenne Exponent," and Some New Primitive Pentanomials

Toshihiro Kumada, Hannes Leeb, Yoshiharu Kurita and Makoto Matsumoto

Journal:

Mathematics of Computation

Year:

2002

Language:

english

File:

PDF, 234 KB

english, 2002

9

On the Distribution of Penalized Maximum Likelihood Estimators: The LASSO, SCAD, and Thresholding

Poetscher, Benedikt M., Leeb, Hannes

Journal:

SSRN Electronic Journal

Year:

2007

Language:

english

File:

PDF, 347 KB

english, 2007

10

TSEN54 missense variant in Standard Schnauzers with leukodystrophy

Störk, Theresa, Nessler, Jasmin, Anderegg, Linda, Hünerfauth, Enrice, Schmutz, Isabelle, Jagannathan, Vidhya, Kyöstilä, Kaisa, Lohi, Hannes, Baumgärtner, Wolfgang, Tipold, Andrea, Leeb, Tosso, Barsh,

Journal:

Year:

2019

Language:

english

File:

PDF, 26.65 MB

english, 2019

11

On the distribution of penalized maximum likelihood estimators: The LASSO, SCAD, and thresholding

Benedikt M. Pötscher, Hannes Leeb

Journal:

Journal of Multivariate Analysis

Year:

2009

Language:

english

File:

PDF, 1.04 MB

english, 2009

12

Inversive and linear congruential pseudorandom number generators in empirical tests

Leeb, Hannes, Wegenkittl, Stefan

Journal:

ACM Transactions on Modeling and Computer Simulation

Year:

1997

Language:

english

File:

PDF, 1.95 MB

english, 1997

13

Comment

Journal:

Journal of the American Statistical Association

Year:

2015

Language:

english

File:

PDF, 342 KB

english, 2015

14

THE FINITE-SAMPLE DISTRIBUTION OF POST-MODEL-SELECTION ESTIMATORS AND UNIFORM VERSUS NONUNIFORM APPROXIMATIONS

Leeb, Hannes, Pötscher, Benedikt M.

Journal:

Econometric Theory

Year:

2003

Language:

english

File:

PDF, 293 KB

english, 2003

15

A SEL1L Mutation Links a Canine Progressive Early-Onset Cerebellar Ataxia to the Endoplasmic Reticulum–Associated Protein Degradation (ERAD) Machinery

Kyöstilä, Kaisa, Cizinauskas, Sigitas, Seppälä, Eija H., Suhonen, Esko, Jeserevics, Janis, Sukura, Antti, Syrjä, Pernilla, Lohi, Hannes, Leeb, Tosso

Journal:

Year:

2012

Language:

english

File:

PDF, 2.07 MB

english, 2012

16

Asymptotic Properties of the Spectral Test, Diaphony, and Related Quantities

Journal:

Mathematics of Computation

Year:

2002

Language:

english

File:

PDF, 1.17 MB

english, 2002

17

ET 20th Anniversary Colloquium: Automated Inference and the Future of Econometrics || Model Selection and Inference: Facts and Fiction

Hannes Leeb and Benedikt M. Pötscher

Journal:

Econometric Theory

Year:

2005

Language:

english

File:

PDF, 4.08 MB

english, 2005

18

Admissibility of the usual confidence set for the mean of a univariate or bivariate normal population: the unknown variance case

Leeb, Hannes, Kabaila, Paul

Journal:

Journal of the Royal Statistical Society Series B (Methodological)

Year:

2016

Language:

english

File:

PDF, 417 KB

english, 2016

19

Arachnomelia in Brown Swiss cattle maps to chromosome 5

Cord Drögemüller, Marco Rossi, Arcangelo Gentile, Stefania Testoni, Hannes Jörg, Gerald Stranzinger, Michaela Drögemüller, Marie-Louise Glowatzki-Mullis, Tosso Leeb

Journal:

Mammalian Genome

Year:

2009

Language:

english

File:

PDF, 427 KB

english, 2009

20

Performance Limits for Estimators of the Risk or Distribution of Shrinkage-Type Estimators, and Some General Lower Risk-Bound Results

Hannes Leeb and Benedikt M. Pötscher

Journal:

Econometric Theory

Year:

2006

Language:

english

File:

PDF, 824 KB

english, 2006

21

PERFORMANCE LIMITS FOR ESTIMATORS OF THE RISK OR DISTRIBUTION OF SHRINKAGE-TYPE ESTIMATORS, AND SOME GENERAL LOWER RISK-BOUND RESULTS

Leeb, Hannes, Pötscher, Benedikt M.

Journal:

Econometric Theory

Year:

2006

Language:

english

File:

PDF, 255 KB

english, 2006

22

On the length of post-model-selection confidence intervals conditional on polyhedral constraints

Kivaranovic, Danijel, Leeb, Hannes

Journal:

Journal of the American Statistical Association

Year:

2020

File:

PDF, 1.26 MB

2020

23

On the Large-Sample Minimal Coverage Probability of Confidence Intervals after Model Selection

Paul Kabaila and Hannes Leeb

Journal:

Journal of the American Statistical Association

Year:

2006

Language:

english

File:

PDF, 1.70 MB

english, 2006

24

The Finite-Sample Distribution of Post-Model-Selection Estimators, and Uniform Versus Non-Uniform Approximations

Leeb, Hannes, Poetscher, Benedikt M.

Journal:

SSRN Electronic Journal

Year:

2000

Language:

english

File:

PDF, 428 KB

english, 2000

25

The Variance of an Integrated Process Need Not Diverge to Infinity, and Related Results on Partial Sums of Stationary Processes

Hannes Leeb and Benedikt M. Pötscher

Journal:

Econometric Theory

Year:

2001

Language:

english

File:

PDF, 1.39 MB

english, 2001

26

New Primitive t-Nomials (t = 3, 5) over GF(2) Whose Degree is a Mersenne Exponent

Toshihiro Kumada, Hannes Leeb, Yoshiharu Kurita and Makoto Matsumoto

Journal:

Mathematics of Computation

Year:

2000

Language:

english

File:

PDF, 148 KB

english, 2000

27

GUEST EDITORS' EDITORIAL: RECENT DEVELOPMENTS IN MODEL SELECTION AND RELATED AREAS

Leeb, Hannes, Pötscher, Benedikt M.

Journal:

Econometric Theory

Year:

2008

Language:

english

File:

PDF, 40 KB

english, 2008

28

Shrinkage Estimators for Prediction Out-of-Sample: Conditional Performance

Huber, Nina, Leeb, Hannes

Journal:

Communication in Statistics- Theory and Methods

Year:

2013

Language:

english

File:

PDF, 318 KB

english, 2013

29

Conditional Predictive Inference Post Model Selection

Journal:

The Annals of Statistics

Year:

2009

Language:

english

File:

PDF, 2.98 MB

english, 2009

30

THE VARIANCE OF AN INTEGRATED PROCESS NEED NOT DIVERGE TO INFINITY, AND RELATED RESULTS ON PARTIAL SUMS OF STATIONARY PROCESSES

Leeb, Hannes, Pötscher, Benedikt M.

Journal:

Econometric Theory

Year:

2001

Language:

english

File:

PDF, 114 KB

english, 2001

31

The Finite-Sample Distribution of Post-Model-Selection Estimators and Uniform versus Nonuniform Approximations

Hannes Leeb and Benedikt M. Pötscher

Journal:

Econometric Theory

Year:

2003

Language:

english

File:

PDF, 3.76 MB

english, 2003

32

The distribution of a linear predictor after model selection: conditional finite-sample distributions and asymptotic approximations

Journal:

Journal of Statistical Planning and Inference

Year:

2005

Language:

english

File:

PDF, 340 KB

english, 2005

33

Concentration of the spectral measure of large Wishart matrices with dependent entries

Guntuboyina, Adityanand, Leeb, Hannes

Journal:

Electronic Communications in Probability

Year:

2009

Language:

english

File:

PDF, 146 KB

english, 2009

34

Performance Limits for Estimators of the Risk or Distribution of Shrinkage-Type Estimators, and Some General Lower Risk-Bound Results

Leeb, Hannes, Poetscher, Benedikt M.

Journal:

SSRN Electronic Journal

Year:

2003

File:

PDF, 1.70 MB

2003

35

Optimality: The Second Erich L. Lehmann Symposium || The Distribution of a Linear Predictor after Model Selection: Unconditional Finite-Sample Distributions and Asymptotic Approximations

Journal:

IMS Lecture Notes--Monograph Series

Year:

2006

Language:

english

File:

PDF, 2.17 MB

english, 2006

36

LUPA: A European initiative taking advantage of the canine genome architecture for unravelling complex disorders in both human and dogs

Anne-Sophie Lequarré, Leif Andersson, Catherine André, Merete Fredholm, Christophe Hitte, Tosso Leeb, Hannes Lohi, Kerstin Lindblad-Toh, Michel Georges

Journal:

The Veterinary Journal

Year:

2011

Language:

english

File:

PDF, 175 KB

english, 2011

37

Recent Developments in Model Selection and Related Areas || Can One Estimate the Unconditional Distribution of Post-Model-Selection Estimators?

Hannes Leeb and Benedikt M. Pötscher

Journal:

Econometric Theory

Year:

2008

Language:

english

File:

PDF, 3.88 MB

english, 2008

38

On the conditional distributions of low-dimensional projections from high-dimensional data

Journal:

The Annals of Statistics

Year:

2013

Language:

english

File:

PDF, 231 KB

english, 2013

39

Can one estimate the conditional distribution of post-model-selection estimators?

Leeb, Hannes, Pötscher, Benedikt M.

Journal:

The Annals of Statistics

Year:

2006

Language:

english

File:

PDF, 405 KB

english, 2006

40

Altered Basal Autophagy Affects Extracellular Vesicle Release in Cells of Lagotto Romagnolo Dogs With a Variant ATG4D

SyrjÃ¤, Pernilla, Palviainen, Mari, Jokinen, Tarja, KyÃ¶stilÃ¤, Kaisa, Lohi, Hannes, Roosje, Petra, Anderegg, Linda, Leeb, Tosso, Sukura, Antti, Eskelinen, Eeva-Liisa

Journal:

Veterinary Pathology

Year:

2020

File:

PDF, 977 KB

2020

41

Can One Estimate the Conditional Distribution of Post-Model-Selection Estimators?

Hannes Leeb and Benedikt M. Pötscher

Journal:

The Annals of Statistics

Year:

2006

Language:

english

File:

PDF, 3.89 MB

english, 2006

42

FEELnc: a tool for long non-coding RNA annotation and its application to the dog transcriptome

Wucher, Valentin, Legeai, Fabrice, Hédan, Benoît, Rizk, Guillaume, Lagoutte, Lætitia, Leeb, Tosso, Jagannathan, Vidhya, Cadieu, Edouard, David, Audrey, Lohi, Hannes, Cirera, Susanna, Fredholm, Merete,

Journal:

Nucleic Acids Research

Year:

2017

Language:

english

File:

PDF, 1.78 MB

english, 2017

43

Expression of Foxi3 is regulated by ectodysplasin in skin appendage placodes

Shirokova, Vera, Jussila, Maria, Hytönen, Marjo K., Perälä, Nina, Drögemüller, Cord, Leeb, Tosso, Lohi, Hannes, Sainio, Kirsi, Thesleff, Irma, Mikkola, Marja L.

Journal:

Developmental Dynamics

Year:

2013

Language:

english

File:

PDF, 1.07 MB

english, 2013

44

Corrigenda to ``New primitive $t$-nomials $(t=3,5)$ over $GF(2)$ whose degree is a Mersenne exponent,'' and some new primitive pentanomials

Kumada, Toshihiro, Leeb, Hannes, Kurita, Yoshiharu, Matsumoto, Makoto

Journal:

Mathematics of Computation

Year:

2002

File:

PDF, 79 KB

2002

45

Evaluation and selection of models for out-of-sample prediction when the sample size is small relative to the complexity of the data-generating process

Journal:

Year:

2008

Language:

english

File:

PDF, 2.62 MB

english, 2008

46

CAN ONE ESTIMATE THE UNCONDITIONAL DISTRIBUTION OF POST-MODEL-SELECTION ESTIMATORS?

Leeb, Hannes, Pötscher, Benedikt M.

Journal:

Econometric Theory

Year:

2008

Language:

english

File:

PDF, 302 KB

english, 2008

47

CORRIGENDUM: Correction to “Performance Limits for Estimators of the Risk or Distribution of Shrinkage-Type Estimators, and Some General Lower Risk-Bound Results”

Leeb, Hannes, Pötscher, Benedikt M.

Journal:

Econometric Theory

Year:

2008

Language:

english

File:

PDF, 51 KB

english, 2008

48

Corrigenda to ``New primitive $t$-nomials $(t=3,5)$ over $GF(2)$ whose degree is a Mersenne exponent,'' and some new primitive pentanomials

Kumada, Toshihiro, Leeb, Hannes, Kurita, Yoshiharu, Matsumoto, Makoto

Journal:

Mathematics of Computation

Year:

2002

Language:

english

File:

PDF, 79 KB

english, 2002

49

Admissibility of the usual confidence interval in linear regression

Kabaila, Paul, Giri, Khageswor, Leeb, Hannes

Journal:

Electronic Journal of Statistics

Year:

2010

Language:

english

File:

PDF, 166 KB

english, 2010

50

Evaluation and selection of models for out-of-sample prediction when the sample size is small relative to the complexity of the data-generating process

Journal:

Year:

2008

Language:

english

File:

PDF, 353 KB

english, 2008

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