Jinyuan Chang

activity

20122026

most citedMarginal empirical likelihood and sure independence feature screening

72 citations · 765 across the 35 of their papers we have counts for

collaborators

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3 papers · 1 filter

stat.ME2025

Controlling the false discovery rate in high-dimensional linear models using model-X knockoffs and $p$ -values

Jinyuan Chang, Chenlong Li, Cheng Yong Tang +1

We propose a novel multiple testing methodology for controlling the false discovery rate (FDR) in high-dimensional linear models that integrates model-X knockoff techniques with de…

stat.ME2025

Testing independence and conditional independence in high dimensions via coordinatewise Gaussianization

Jinyuan Chang, Yue Du, Jing He +1

We propose new statistical tests, in high-dimensional settings, for testing the independence of two random vectors and their conditional independence given a third random vector. T…

econ.EM2025

Empirical likelihood approach for high-dimensional moment restrictions with dependent data

Jinyuan Chang, Qiao Hu, Zhentao Shi +1

Economic and financial models -- such as vector autoregressions, local projections, and multivariate volatility models -- feature complex dynamic interactions and spillovers across…

Controlling the false discovery rate in high-dimensional linear models using model-X knockoffs and p-values

Testing independence and conditional independence in high dimensions via coordinatewise Gaussianization

Empirical likelihood approach for high-dimensional moment restrictions with dependent data

Controlling the false discovery rate in high-dimensional linear models using model-X knockoffs and $p$ -values