2026 Tommaso Cai: Mathematics Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Mathematics	83	122	101	70	55	245	26657

Research.com Recognitions

2026 - Research.com Mathematics in United States Leader Award
2025 - Research.com Mathematics in United States Leader Award
2008 - COPSS Presidents' Award For fundamental and wide-ranging contributions to the mathematics, theory and methods of statistics, including the theory and application of wavelets, block thresholding in wavelet regression, optimality theory, adaptation in nonparametric function estimation, confidence intervals in small samples, and methods for false discovery rate control; for applications to chemical identification, medical imaging and microarray data analysis; and for outstanding contributions to the statistical profession through extensive editorial work and mentorship of students.

Overview

Tony Cai is affiliated with the University of Pennsylvania in the United States and has a strong research presence in the field of Medicine. Their work spans several important subfields including Urology, Surgery, Statistics and Probability, Epidemiology, and Soil Science.

The scientist's research topics are diverse, covering areas such as:

Urinary Bladder and Prostate Research
Urinary Tract Infections Management
Sexual function and dysfunction studies
Pelvic floor disorders treatments
Soil Carbon and Nitrogen Dynamics
Prostate Cancer Diagnosis and Treatment
Statistical Methods and Inference

Tony Cai has contributed to multiple peer-reviewed papers, with recent publications including:

"Epidemiology, definition and treatment of complicated urinary tract infections," 2020, published in Nature Reviews Urology
"European Association of Urology Guidelines on Urological Infections: Summary of the 2024 Guidelines," 2024, published in European Urology
"Nonantibiotic Strategies for the Prevention of Infectious Complications following Prostate Biopsy: A Systematic Review and Meta-Analysis," 2020, published in The Journal of Urology
"Antibiotic Prophylaxis for the Prevention of Infectious Complications following Prostate Biopsy: A Systematic Review and Meta-Analysis," 2020, published in The Journal of Urology
"Suitable fertilizer application depth can increase nitrogen use efficiency and maize yield by reducing gaseous nitrogen losses," 2021, published in The Science of The Total Environment

This researcher frequently collaborates with several coauthors, among whom are:

Alessandro Palmieri
Truls E. Bjerklund Johansen
Zhikuan Jia
Giovanni Liguori
Michele Rizzo

Tony Cai's research has appeared in various academic publication venues, with the most frequent being:

International Journal of Impotence Research
Uro
arXiv (Cornell University)
The Annals of Statistics
Preprints.org

Among recognized honors, Tony Cai has received the COPSS Presidents' Award in 2008 for contributions to statistical theory and methods, including work on wavelets, block thresholding in wavelet regression, and false discovery rate control, as well as applications in chemical identification, medical imaging, and microarray data analysis. This award also acknowledges editorial work and mentorship within the statistical profession.

Best Publications

Interval Estimation for a Binomial Proportion

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

4173
Citations
Orthogonal Matching Pursuit for Sparse Signal Recovery With Noise

T. T. Cai;Lie Wang

1493
Citations
A Constrained ℓ1 Minimization Approach to Sparse Precision Matrix Estimation

T. Tony Cai;Weidong Liu;Xi Luo

1459
Citations
Adaptive Thresholding for Sparse Covariance Matrix Estimation

T. Tony Cai;Weidong Liu

677
Citations
Prediction in functional linear regression

T. Tony Cai;Peter Hall

640
Citations
Optimal rates of convergence for covariance matrix estimation

T. Tony Cai;Cun Hui Zhang;Harrison H. Zhou

625
Citations
Incorporating Information on Neighboring Coefficients Into Wavelet Estimation

Tony Cai;Bernard W Silverman

454
Citations
Adaptive wavelet estimation : A block thresholding and oracle inequality approach

T. Tony Cai

452
Citations
Confidence Intervals for a binomial proportion and asymptotic expansions

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

425
Citations
Sparse PCA: Optimal rates and adaptive estimation

T. Tony Cai;Zongming Ma;Yihong Wu

348
Citations
Oracle and Adaptive Compound Decision Rules for False Discovery Rate Control

Wenguang Sun;T. Tony Cai

343
Citations
Sparse Representation of a Polytope and Recovery of Sparse Signals and Low-Rank Matrices

T. Tony Cai;Anru Zhang

342
Citations
OPTIMAL RATES OF CONVERGENCE FOR SPARSE COVARIANCE MATRIX ESTIMATION

T. Tony Cai;Harrison H. Zhou

324
Citations
A Direct Estimation Approach to Sparse Linear Discriminant Analysis

T. Tony Cai;Weidong Liu

316
Citations
Two-sample test of high dimensional means under dependence

T. Tony Cai;Weidong Liu;Yin Xia

310
Citations
Instrumental Variables Estimation With Some Invalid Instruments and its Application to Mendelian Randomization

Hyunseung Kang;Anru Zhang;T. Tony Cai;Dylan S. Small

306
Citations
A Reproducing Kernel Hilbert Space Approach to Functional Linear Regression

Ming Yuan;T. Tony Cai

302
Citations
New Bounds for Restricted Isometry Constants

T Tony Cai;Lie Wang;Guangwu Xu

300
Citations
Large-scale multiple testing under dependence

Wenguang Sun;T. Tony Cai

293
Citations
The role of the prostate in male fertility, health and disease.

Paolo Verze;Tommaso Cai;Stefano Lorenzetti

286
Citations
On Recovery of Sparse Signals Via $ll _{1}$ Minimization

T.T. Cai;Guangwu Xu;Jun Zhang

278
Citations
Two-Sample Covariance Matrix Testing and Support Recovery in High-Dimensional and Sparse Settings

Tony Cai;Weidong Liu;Yin Xia

257
Citations

Frequent Co-Authors

Lawrence D. Brown Cornell University

Dylan S. Small University of Pennsylvania

Steven Joniau KU Leuven

Alexander Rakhlin MIT

Guido Dalbagni Memorial Sloan Kettering Cancer Center

Ming Yuan Columbia University

Yihong Wu Yale University

Pierangelo Geppetti University of Florence

Richard Sylvester European Organisation for Research and Treatment of Cancer

Núria Malats Spanish National Cancer Research Centre

External Links

Wikipedia of Tommaso Cai Personal website of Tommaso Cai Google Scholar page

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