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1

Testing endogeneity with high dimensional covariates

Guo, Zijian, Kang, Hyunseung, Cai, T. Tony, Small, Dylan S.

Journal:

Journal of Econometrics

Year:

2018

Language:

english

File:

PDF, 851 KB

english, 2018

2

Two-Sample Covariance Matrix Testing and Support Recovery in High-Dimensional and Sparse Settings

Cai, Tony, Liu, Weidong, Xia, Yin

Journal:

Journal of the American Statistical Association

Year:

2013

Language:

english

File:

PDF, 383 KB

english, 2013

3

Cyclic Load Tests on Precast Segmental Bridge Columns with Both Steel and Basalt FRP Reinforcement

Cai, Zhong-Kui, Wang, Zhenyu, Yang, Tony Y.

Journal:

Journal of Composites for Construction

Year:

2019

Language:

english

File:

PDF, 4.23 MB

english, 2019

4

Minimax and Adaptive Prediction for Functional Linear Regression

Cai, T. Tony, Yuan, Ming

Journal:

Journal of the American Statistical Association

Year:

2012

Language:

english

File:

PDF, 447 KB

english, 2012

5

A reproducing kernel Hilbert space approach to functional linear regression

Yuan, Ming, Cai, T. Tony

Journal:

The Annals of Statistics

Year:

2010

Language:

english

File:

PDF, 377 KB

english, 2010

6

Interval Estimation for a Binomial Proportion

DasGupta, Anirban, Cai, T. Tony, Brown, Lawrence D.

Journal:

Statistical Science

Year:

2001

Language:

english

File:

PDF, 720 KB

english, 2001

7

How to Build a Supervised Autonomous System for Robot-Enhanced Therapy for Children with Autism Spectrum Disorder

Esteban, Pablo G., Baxter, Paul, Belpaeme, Tony, Billing, Erik, Cai, Haibin, Cao, Hoang-Long, Coeckelbergh, Mark, Costescu, Cristina, David, Daniel, De Beir, Albert, Fang, Yinfeng, Ju, Zhaojie, Kenned

Journal:

Paladyn, Journal of Behavioral Robotics

Language:

english

File:

PDF, 3.60 MB

english

8

Large-Scale Global and Simultaneous Inference: Estimation and Testing in Very High Dimensions

Cai, T. Tony, Sun, Wenguang

Journal:

Annual Review of Economics

Year:

2017

Language:

english

File:

PDF, 925 KB

english, 2017

9

On adaptive estimation of linear functionals

Cai, T. Tony, Low, Mark G.

Journal:

The Annals of Statistics

Year:

2005

Language:

english

File:

PDF, 319 KB

english, 2005

10

Semi-supervised inference: General theory and estimation of means

Zhang, Anru, Brown, Lawrence D., Cai, T. Tony

Journal:

The Annals of Statistics

Year:

2019

Language:

english

File:

PDF, 284 KB

english, 2019

11

High-dimensional minimum variance portfolio estimation based on high-frequency data

Cai, T. Tony, Hu, Jianchang, Li, Yingying, Zheng, Xinghua

Journal:

Journal of Econometrics

Year:

2019

Language:

english

File:

PDF, 445 KB

english, 2019

12

Hypothesis testing for phylogenetic composition: a minimum-cost flow perspective

Wang, Shulei, Cai, T Tony, Li, Hongzhe

Journal:

Year:

2020

File:

PDF, 1.52 MB

2020

13

Adaptation under probabilistic error for estimating linear functionals

T. Tony Cai, Mark G. Low

Journal:

Journal of Multivariate Analysis

Year:

2006

Language:

english

File:

PDF, 186 KB

english, 2006

14

On information pooling, adaptability and superefficiency in nonparametric function estimation

Journal:

Journal of Multivariate Analysis

Year:

2008

Language:

english

File:

PDF, 224 KB

english, 2008

15

Robust detection and identification of sparse segments in ultrahigh dimensional data analysis

T. Tony Cai, X. Jessie Jeng, Hongzhe Li

Journal:

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

Year:

2012

Language:

english

File:

PDF, 884 KB

english, 2012

16

Estimating the Null and the Proportion of Nonnull Effects in Large-Scale Multiple Comparisons

Jin, Jiashun, Cai, T. Tony

Journal:

Journal of the American Statistical Association

Year:

2007

Language:

english

File:

PDF, 608 KB

english, 2007

17

Max-Min SINR Coordinated Multipoint Downlink Transmission—Duality and Algorithms

Cai, Desmond W. H., Quek, Tony Q. S., Tan, Chee Wei, Low, Steven H.

Journal:

IEEE Transactions on Signal Processing

Year:

2012

Language:

english

File:

PDF, 2.77 MB

english, 2012

18

An investigation of teachers’ intentions and reflections about usingStandards-based and traditional textbooks in the classroom

Bikai Nie, Tony Freedman, Stephen Hwang, Ning Wang, John C. Moyer, Jinfa Cai

Journal:

Year:

2013

Language:

english

File:

PDF, 309 KB

english, 2013

19

A NOVEL ANION-EXCHANGE RESIN SUITABLE FOR BOTH DISCOVERY RESEARCH AND CLINICAL MANUFACTURING PURPOSES

Porat, Amir, Winters, Dwight, Cai, Ling, Smith, Steve, Abroson, Frank, Tam, Lei-Ting Tony, Shen, Zhong, Hecht, Randy

Journal:

Preparative Biochemistry & Biotechnology

Year:

2012

Language:

english

File:

PDF, 829 KB

english, 2012

20

Comment: Fuzzy and Randomized Confidence Intervals and P-Values

Lawrence D. Brown, T. Tony Cai and Anirban DasGupta

Journal:

Statistical Science

Year:

2005

Language:

english

File:

PDF, 898 KB

english, 2005

21

Sparse Representation of a Polytope and Recovery of Sparse Signals and Low-Rank Matrices

Cai, T. Tony, Zhang, Anru

Journal:

IEEE Transactions on Information Theory

Year:

2014

Language:

english

File:

PDF, 341 KB

english, 2014

22

Adaptive Thresholding for Sparse Covariance Matrix Estimation

Cai, Tony, Liu, Weidong

Journal:

Journal of the American Statistical Association

Year:

2011

Language:

english

File:

PDF, 401 KB

english, 2011

23

A Direct Estimation Approach to Sparse Linear Discriminant Analysis

Cai, Tony, Liu, Weidong

Journal:

Journal of the American Statistical Association

Year:

2011

Language:

english

File:

PDF, 867 KB

english, 2011

24

Adaptive Wavelet Estimation: A Block Thresholding and Oracle Inequality Approach

Journal:

The Annals of Statistics

Year:

1999

Language:

english

File:

PDF, 566 KB

english, 1999

25

Oracle and Adaptive Compound Decision Rules for False Discovery Rate Control

Sun, Wenguang, Cai, T. Tony

Journal:

Journal of the American Statistical Association

Year:

2007

Language:

english

File:

PDF, 547 KB

english, 2007

26

A Constrained ℓ 1 Minimization Approach to Sparse Precision Matrix Estimation

Cai, Tony, Liu, Weidong, Luo, Xi

Journal:

Journal of the American Statistical Association

Year:

2011

Language:

english

File:

PDF, 383 KB

english, 2011

27

LIMITING LAWS OF COHERENCE OF RANDOM MATRICES WITH APPLICATIONS TO TESTING COVARIANCE STRUCTURE AND CONSTRUCTION OF COMPRESSED SENSING MATRICES

T. Tony Cai and Tiefeng Jiang

Journal:

The Annals of Statistics

Year:

2011

Language:

english

File:

PDF, 1.71 MB

english, 2011

28

Law of log determinant of sample covariance matrix and optimal estimation of differential entropy for high-dimensional Gaussian distributions

Cai, T. Tony, Liang, Tengyuan, Zhou, Harrison H.

Journal:

Journal of Multivariate Analysis

Year:

2015

Language:

english

File:

PDF, 292 KB

english, 2015

29

Confidence Intervals for a Binomial Proportion and Asymptotic Expansions

Lawrence D. Brown, T. Tony Cai and Anirban DasGupta

Journal:

The Annals of Statistics

Year:

2002

Language:

english

File:

PDF, 2.47 MB

english, 2002

30

Interval Estimation for a Binomial Proportion

Lawrence D. Brown, T. Tony Cai and Anirban DasGupta

Journal:

Statistical Science

Year:

2001

Language:

english

File:

PDF, 1.84 MB

english, 2001

31

Aqueous Amine Spray Absorption and Droplet Distribution Data for CO2 Capture Applications

Tamhankar, Yash, King, Brett, Whiteley, Rob, Resetarits, Michael, Cai, Tony, Aichele, Clint

Journal:

Energy Procedia

Year:

2014

Language:

english

File:

PDF, 876 KB

english, 2014

32

Trade-Offs between Global and Local Risks in Nonparametric Function Estimation

T. Tony Cai, Mark G. Low and Linda H. Zhao

Journal:

Year:

2007

Language:

english

File:

PDF, 1.18 MB

english, 2007

33

A Note on Nonparametric Estimation of Linear Functionals

T. Tony Cai and Mark G. Low

Journal:

The Annals of Statistics

Year:

2003

Language:

english

File:

PDF, 1.18 MB

english, 2003

34

Minimax Estimation of Linear Functionals over Nonconvex Parameter Spaces

T. Tony Cai and Mark G. Low

Journal:

The Annals of Statistics

Year:

2004

Language:

english

File:

PDF, 501 KB

english, 2004

35

Adaptive Confidence Balls

T. Tony Cai and Mark G. Low

Journal:

The Annals of Statistics

Year:

2006

Language:

english

File:

PDF, 1.91 MB

english, 2006

36

Wavelet Shrinkage for Nonequispaced Samples

T. Tony Cai and Lawrence D. Brown

Journal:

The Annals of Statistics

Year:

1998

Language:

english

File:

PDF, 1.61 MB

english, 1998

37

Minimax and Adaptive Inference in Nonparametric Function Estimation

Journal:

Statistical Science

Year:

2012

Language:

english

File:

PDF, 3.27 MB

english, 2012

38

OPTIMAL ESTIMATION OF THE MEAN FUNCTION BASED ON DISCRETELY SAMPLED FUNCTIONAL DATA: PHASE TRANSITION

T. Tony Cai and Ming Yuan

Journal:

The Annals of Statistics

Year:

2011

Language:

english

File:

PDF, 1.77 MB

english, 2011

39

Simultaneous Testing of Grouped Hypotheses: Finding Needles in Multiple Haystacks

Cai, T. Tony, Sun, Wenguang

Journal:

Journal of the American Statistical Association

Year:

2009

Language:

english

File:

PDF, 562 KB

english, 2009

40

Minimax and Adaptive Estimation of Covariance Operator for Random Variables Observed on a Lattice Graph

Cai, T. Tony, Yuan, Ming

Journal:

Journal of the American Statistical Association

Year:

2015

Language:

english

File:

PDF, 624 KB

english, 2015

41

Viscosity of Aged Bio-oils from Fast Pyrolysis of Beech Wood and Miscanthus : Shear Rate and Temperature Dependence

Cai, Junmeng, Banks, Scott W., Yang, Yang, Darbar, Surila, Bridgwater, Tony

Journal:

Year:

2016

Language:

english

File:

PDF, 3.54 MB

english, 2016

42

Guarantees of Riemannian Optimization for Low Rank Matrix Recovery

Wei, Ke, Cai, Jian-Feng, Chan, Tony F., Leung, Shingyu

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2016

Language:

english

File:

PDF, 566 KB

english, 2016

43

Minimax and Adaptive Inference in Nonparametric Function Estimation

Journal:

Statistical Science

Year:

2012

Language:

english

File:

PDF, 300 KB

english, 2012

44

Limiting laws of coherence of random matrices with applications to testing covariance structure and construction of compressed sensing matrices

Cai, T. Tony, Jiang, Tiefeng

Journal:

The Annals of Statistics

Year:

2011

Language:

english

File:

PDF, 316 KB

english, 2011

45

Optimal estimation of the mean function based on discretely sampled functional data: Phase transition

Cai, T. Tony, Yuan, Ming

Journal:

The Annals of Statistics

Year:

2011

Language:

english

File:

PDF, 303 KB

english, 2011

46

Testing composite hypotheses, Hermite polynomials and optimal estimation of a nonsmooth functional

Cai, T. Tony, Low, Mark G.

Journal:

The Annals of Statistics

Year:

2011

Language:

english

File:

PDF, 265 KB

english, 2011

47

Matrix completion via max-norm constrained optimization

Cai, T. Tony, Zhou, Wen-Xin

Journal:

Electronic Journal of Statistics

Year:

2016

Language:

english

File:

PDF, 399 KB

english, 2016

48

Prediction in functional linear regression

Cai, T. Tony, Hall, Peter

Journal:

The Annals of Statistics

Year:

2006

Language:

english

File:

PDF, 237 KB

english, 2006

49

Joint testing and false discovery rate control in high-dimensional multivariate regression

Xia, Yin, Cai, T Tony, Li, Hongzhe

Journal:

Year:

2018

Language:

english

File:

PDF, 384 KB

english, 2018

50

Rate-optimal perturbation bounds for singular subspaces with applications to high-dimensional statistics

Cai, T. Tony, Zhang, Anru

Journal:

The Annals of Statistics

Year:

2018

Language:

english

File:

PDF, 304 KB

english, 2018