Bo Li

About

Bo Li is currently an associate professor with tenure at the School of Economics and Management, Tsinghua University. He received his phd degree in Statistics from the University of California, Berkeley in 2006.

Work

Tsinghua University

China

Education

University of California, Berkeley
United States of America

Phd

Peking University
China

B.S.

Publications

PPA-Game: Characterizing and Learning Competitive Dynamics Among Online Content Creators

Summary

conference-paper

Networked Instrumental Variable for Treatment Effect Estimation With Unobserved Confounders

Published by

IEEE Transactions on Knowledge and Data Engineering

Summary

journal-article

Distributionally Robust Learning With Stable Adversarial Training

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IEEE Transactions on Knowledge and Data Engineering

Summary

journal-article

Differentiated matching for individual and average treatment effect estimation

Published by

Data Mining and Knowledge Discovery

Summary

journal-article

Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition

Published by

ACM Transactions on Knowledge Discovery from Data

Summary

journal-article

Data-Driven Variable Decomposition for Treatment Effect Estimation

Published by

IEEE Transactions on Knowledge and Data Engineering

Summary

journal-article

Data-Driven Variable Decomposition for Treatment Effect Estimation

Published by

IEEE Transactions on Knowledge and Data Engineering

Summary

journal-article

Learning Decomposed Representations for Treatment Effect Estimation

Published by

IEEE Transactions on Knowledge and Data Engineering

Summary

journal-article

Stable Prediction with Leveraging Seed Variable

Published by

IEEE Transactions on Knowledge and Data Engineering

Summary

journal-article

Continuous treatment effect estimation via generative adversarial de-confounding

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Data Mining and Knowledge Discovery

Summary

journal-article

Cross‐estimation for decision selection

Published by

Applied Stochastic Models in Business and Industry

Summary

journal-article

Treatment Effect Estimation via Differentiated Confounder Balancing and Regression

Published by

ACM Transactions on Knowledge Discovery from Data

Summary

journal-article

ON ESTIMATION OF PARTIALLY LINEAR VARYING-COEFFICIENT TRANSFORMATION MODELS WITH CENSORED DATA

Published by

Statistica Sinica

Summary

journal-article

A discrete spatial model for wafer yield prediction

Published by

Quality Engineering

Summary

journal-article

Hierarchical models for the spatial–temporal carbon nanotube height variations

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International Journal of Production Research

Summary

journal-article

A spatial variable selection method for monitoring product surface

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International Journal of Production Research

Summary

journal-article

Counterfactual Decomposition of Movie Star Effects with Star Selection

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Management Science

Summary

journal-article

Simultaneous monitoring of process mean vector and covariance matrix via penalized likelihood estimation

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Computational Statistics & Data Analysis

Summary

journal-article

Trends in China’s gender employment and pay gap: Estimating gender pay gaps with employment selection

Published by

Journal of Comparative Economics

Summary

journal-article

Monitoring the covariance matrix via penalized likelihood estimation

Published by

IIE Transactions

Summary

journal-article

Monitoring multivariate process variability with individual observations via penalised likelihood estimation

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International Journal of Production Research

Summary

journal-article

Forward adaptive banding for estimating large covariance matrices

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Biometrika

Summary

journal-article

Decomposition of the increase in earnings inequality in urban China: A distributional approach

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China Economic Review

Summary

journal-article

Least squares approximation with a diverging number of parameters

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Statistics & Probability Letters

Summary

journal-article

Asymptotically Distribution-Free Goodness-of-Fit Testing: A Unifying View

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Econometric Reviews

Summary

journal-article

Shrinkage Tuning Parameter Selection with a Diverging number of Parameters

Published by

Journal of the Royal Statistical Society Series B: Statistical Methodology

Summary

journal-article

Glass ceiling or sticky floor? Examining the gender earnings differential across the earnings distribution in urban China, 1987–2004

Published by

Journal of Comparative Economics

Summary

journal-article

Regularization in statistics

Published by

Test

Summary

journal-article