LIHUA LEI

LIHUA LEI

Stanford University

H-index: 21

North America-United States

About LIHUA LEI

LIHUA LEI, With an exceptional h-index of 21 and a recent h-index of 21 (since 2020), a distinguished researcher at Stanford University, specializes in the field of high dimensional statistical inference, causal inference, multiple hypothesis testing, optimization, resampling methods.

His recent articles reflect a diverse array of research interests and contributions to the field:

Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series

Adaptive novelty detection with false discovery rate guarantee

Estimating Counterfactual Matrix Means with Short Panel Data

Causal clustering: design of cluster experiments under network interference

Model-Agnostic Covariate-Assisted Inference on Partially Identified Causal Effects

Total Variation Floodgate for Variable Importance Inference in Classification

Policy learning under biased sample selection

Testing for outliers with conformal p-values

LIHUA LEI Information

University

Position

Postdoctoral researcher in statistics

Citations(all)

1719

Citations(since 2020)

1588

Cited By

580

hIndex(all)

21

hIndex(since 2020)

21

i10Index(all)

27

i10Index(since 2020)

27

Email

University Profile Page

Google Scholar

LIHUA LEI Skills & Research Interests

high dimensional statistical inference

causal inference

multiple hypothesis testing

optimization

resampling methods

Top articles of LIHUA LEI

Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series

arXiv preprint arXiv:2402.05203

2024/2/7

Lihua Lei
Lihua Lei

H-Index: 11

Adaptive novelty detection with false discovery rate guarantee

The Annals of Statistics

2024/2

Lihua Lei
Lihua Lei

H-Index: 11

Estimating Counterfactual Matrix Means with Short Panel Data

arXiv preprint arXiv:2312.07520

2023/12/12

Lihua Lei
Lihua Lei

H-Index: 11

Causal clustering: design of cluster experiments under network interference

arXiv preprint arXiv:2310.14983

2023/10/23

Model-Agnostic Covariate-Assisted Inference on Partially Identified Causal Effects

arXiv preprint arXiv:2310.08115

2023/10/12

Lihua Lei
Lihua Lei

H-Index: 11

Asher Spector
Asher Spector

H-Index: 0

Total Variation Floodgate for Variable Importance Inference in Classification

arXiv preprint arXiv:2309.04002

2023/9/7

Policy learning under biased sample selection

arXiv preprint arXiv:2304.11735

2023/4/23

Testing for outliers with conformal p-values

The Annals of Statistics

2023/2

Conformalized survival analysis

Journal of the Royal Statistical Society Series B: Statistical Methodology

2023/2/1

Lihua Lei
Lihua Lei

H-Index: 11

Zhimei Ren
Zhimei Ren

H-Index: 3

What Estimators Are Unbiased For Linear Models?

arXiv preprint arXiv:2212.14185

2022/12/29

Lihua Lei
Lihua Lei

H-Index: 11

Conditional calibration for false discovery rate control under dependence

The Annals of Statistics

2022/12

Lihua Lei
Lihua Lei

H-Index: 11

Learning from a biased sample

arXiv preprint arXiv:2209.01754

2022/9/5

Improving knockoffs with conditional calibration

arXiv preprint arXiv:2208.09542

2022/8/19

Lihua Lei
Lihua Lei

H-Index: 11

Conformal risk control

arXiv preprint arXiv:2208.02814

2022/8/4

Smoothed nested testing on directed acyclic graphs

Biometrika

2022/6/1

Lihua Lei
Lihua Lei

H-Index: 11

The transfer performance of economic models

arXiv preprint arXiv:2202.04796

2022/2/10

Adaptivity of stochastic gradient methods for nonconvex optimization

SIAM Journal on Mathematics of Data Science

2022

Lihua Lei
Lihua Lei

H-Index: 11

Regression adjustment in completely randomized experiments with a diverging number of covariates

Biometrika

2021/12/1

Lihua Lei
Lihua Lei

H-Index: 11

Peng Ding
Peng Ding

H-Index: 6

Conformal inference of counterfactuals and individual treatment effects

Journal of the Royal Statistical Society Series B: Statistical Methodology

2021/11

Lihua Lei
Lihua Lei

H-Index: 11

Learn then test: Calibrating predictive algorithms to achieve risk control

arXiv preprint arXiv:2110.01052

2021/10/3

Stephen Bates
Stephen Bates

H-Index: 7

Lihua Lei
Lihua Lei

H-Index: 11

See List of Professors in LIHUA LEI University(Stanford University)

Co-Authors

academic-engine