← All authors Yingying Fan University of Southern California (from arXiv:2311.16486, 2023) · ORCID · OpenAlex
36 papers in scope · 35 published · 1 on the econ.EM arXiv · 2,726 citations · h-index 19 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Han Fang Fang Han Songliang Chen Zhexiao Lin Peng Ding Susan Athey Vasilis Syrgkanis David M. Ritzwoller Guido W. Imbens Miruna Oprescu Anthony Strittmatter Yihui He Stefan Wager Michael Lechner Zhiwei Steven Wu Michael C. Knaus Xinkun Nie Ziming Lin Fang Han Pablo Crespo Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 36)
Asymptotic Theory of Eigenvectors for Latent Embeddings With Generalized Laplacian Matrices
published 2026 · IEEE Transactions on Information Theory
Method for predicting the price of carbon based on quadratic decomposition and multiscale prediction
published 2025 · Carbon Balance and Management · 2 citations
with Yonghui Duan, Kaige Liu, Xiang Wang, Xiaotong Zhang
SOFARI: High-Dimensional Manifold-Based Inference
published 2025 · Journal of the American Statistical Association · first circulated 2023
with Zemin Zheng, Xin Zhou, Jinchi Lv
A Novel Forecasting System with Data Preprocessing and Machine Learning for Containerized Freight Market
published 2025 · Mathematics · 2 citations
with Yonghui Duan, Xiaotong Zhang, Xiang Wang, Kaige Liu
Dynamic prediction of carbon prices based on the multi-frequency combined model
published 2025 · PeerJ Computer Science · 1 citations
with Yonghui Duan, Xiang Wang, Kaige Liu, Xiaotong Zhang
ARK: Robust knockoffs inference with coupling
published 2025 · The Annals of Statistics · 1 citations · first circulated 2023
with Lan Gao, Jinchi Lv
High-Dimensional Knockoffs Inference for Time Series Data
published 2024 · Journal of the American Statistical Association · 3 citations · first circulated 2021
with Chien-Ming Chi, Ching-Kang Ing, Jinchi Lv
Data science in economics and finance: Introduction
published 2023 · Journal of Econometrics · 1 citations
working paper 2023 · arXiv
Universal rank inference via residual subsampling with application to large networks
published 2023 · The Annals of Statistics · 9 citations · first circulated 2019
with Xiao Han, Qing Yang
Predicting lymphovascular invasion in rectal cancer: evaluating the performance of golden-angle radial sparse parallel MRI for rectal perfusion assessment
published 2023 · Scientific Reports · 5 citations
with Meining Chen, Hongyun Huang, Mi Zhou
Asymptotic properties of high-dimensional random forests
published 2022 · The Annals of Statistics · 28 citations · first circulated 2020
with Chien-Ming Chi, Patrick Vossler, Jinchi Lv
Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors
published 2022 · Journal of the American Statistical Association · 3 citations · first circulated 2018
with Emre Demirkaya, Lan Gao, Jinchi Lv, Patrick Vossler, Jingbo Wang
BrainNet
published 2022 · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 19 citations
with Junru Chen, Yang Yang, Tao Yu, Xiaolong Mo, Carl Yang
16S rRNA and metagenomic shotgun sequencing data revealed consistent patterns of gut microbiome signature in pediatric ulcerative colitis
published 2022 · Scientific Reports · 86 citations
with Wenxuan Zuo, Beibei Wang, Xin Bai, Yihui Luan, Sonia Michail, Fengzhu Sun
Simple: Statistical Inference on Membership Profiles in Large Networks
published 2022 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 42 citations · first circulated 2019
DeepLINK: Deep learning inference using knockoffs with applications to genomics
published 2021 · Proceedings of the National Academy of Sciences · 20 citations
with Zifan Zhu, Yinfei Kong, Jinchi Lv, Fengzhu Sun
Asymptotic distributions of high-dimensional distance correlation inference
published 2021 · The Annals of Statistics · 5 citations
with Lan Gao, Jinchi Lv, Qi-Man Shao
Eigen Selection in Spectral Clustering: A Theory-Guided Practice
published 2021 · Journal of the American Statistical Association · 20 citations · first circulated 2020
with Xiao Han, Xin Tong, Han Xiao
High-Dimensional Interaction Detection With False Sign Rate Control
published 2021 · Journal of Business and Economic Statistics · 10 citations
with Daoji Li, Yinfei Kong, Jinchi Lv
Asymptotic Theory of Eigenvectors for Random Matrices With Diverging Spikes
published 2020 · Journal of the American Statistical Association · 32 citations · first circulated 2019
Classification with imperfect training labels
published 2020 · Biometrika · 1 citations
with Timothy I. Cannings, Richard J. Samworth
Statistical insights into deep neural network learning in subspace classification
published 2020 · Stat · 6 citations
with Hao Wu, Jinchi Lv
IPAD: Stable Interpretable Forecasting with Knockoffs Inference
published 2019 · Journal of the American Statistical Association · 51 citations · first circulated 2018
SOFAR: Large-Scale Association Network Learning
published 2019 · IEEE Transactions on Information Theory · 45 citations · first circulated 2017
with Yoshimasa Uematsu, Kun Chen, Jinchi Lv, Wei Lin
RANK: Large-Scale Inference With Graphical Nonlinear Knockoffs
published 2018 · Journal of the American Statistical Association · 61 citations · first circulated 2017
with Emre Demirkaya, Gaorong Li, Jinchi Lv
Tuning-Free Heterogeneous Inference in Massive Networks
published 2018 · Journal of the American Statistical Association · 10 citations
with Zhao Ren, Yongjian Kang, Jinchi Lv
Panning for Gold: ‘Model-X’ Knockoffs for High Dimensional Controlled Variable Selection
published 2018 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 664 citations · first circulated 2016
with Emmanuel J. Candès, Lucas Janson, Jinchi Lv
Interaction pursuit in high-dimensional multi-response regression via distance correlation
published 2017 · The Annals of Statistics · 74 citations · first circulated 2016
with Yinfei Kong, Daoji Li, Jinchi Lv
Innovated scalable efficient estimation in ultra-large Gaussian graphical models
published 2016 · The Annals of Statistics · 41 citations
with Jinchi Lv
Functional additive regression
published 2015 · The Annals of Statistics · 137 citations
Innovated interaction screening for high-dimensional nonlinear classification
published 2015 · The Annals of Statistics · 60 citations
with Yinfei Kong, Daoji Li, Zemin Zheng
Asymptotic properties for combined L1 and concave regularization
published 2013 · Biometrika · 30 citations
with Jinchi Lv
Testing and detecting jumps based on a discretely observed process
published 2011 · Journal of Econometrics · 25 citations · first circulated 2008
High-dimensional classification using features annealed independence rules
published 2008 · The Annals of Statistics · 496 citations
High dimensional covariance matrix estimation using a factor model
published 2008 · Journal of Econometrics · 736 citations · first circulated 2007
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