百晓学者学者目录

颜冠鹏

讲师，山东财经大学

精选作品

期刊论文

2026

双重机器学习的原理与拓展：从横截面到面板数据

陈强，齐霁，颜冠鹏

《经济学动态》，No. 7

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2026

Double machine learning with endogenous control variables

Qiang Chen, Ji Qi, Guanpeng Yan

Applied Economics Letters

DOI

2025

Quantile control method: Causal inference with one treated unit via random forest

Guanpeng Yan, Qiang Chen, Zhijie Xiao

Stata Journal，Vol. 25, No. 2

DOI

2025

双重差分法的安慰剂检验：一个实践的指南

陈强，齐霁，颜冠鹏

《管理世界》，Vol. 41, No. 2

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2024

断点回归的两大分析框架：我们究竟该用哪一个？

陈强，齐霁，颜冠鹏

《经济学动态》，No. 11

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2024

Are outcome variables always bad controls? The case of mediating variables

Qiang Chen, Ji Qi, Guanpeng Yan

Applied Economics Letters

DOI

2023

On the two algorithms for estimating interactive fixed effects models in Bai (2009)

Qiang Chen, Guanpeng Yan

Economics Letters，Vol. 233

DOI

2023

synth2: Synthetic control method with placebo tests, robustness test, and visualization

Guanpeng Yan, Qiang Chen

Stata Journal，Vol. 23, No. 3

DOI

2023

A mixed placebo test for synthetic control method

Qiang Chen, Guanpeng Yan

Economics Letters，Vol. 224

DOI

2023

交互固定效应面板模型及其在因果推断的应用

颜冠鹏

《山东大学》

2022

rcm: A command for the regression control method

Guanpeng Yan, Qiang Chen

Stata Journal，Vol. 22, No. 4

DOI

2022

Research on the Heterogeneity of Green Biased Technology Progress in Chinese Industries—Decomposition Index Analysis Based on the Slacks-based measure integrating (SBM)

Yu-Xin Meng, Lu Liu, Zhen-Long Xu, Wenwen Gong, Guanpeng Yan

Journal of Economic Analysis

DOI

2020

The spatial spillover effect and nonlinear relationship analysis between environmental decentralization, government corruption and air pollution: Evidence from China.

Yu Hao, Zhi-Qiang Gai, Guanpeng Yan, Haitao Wu, Muhammad Irfan

Science of the Total Environment

DOI

研究方向

计量经济学数字经济学环境经济学

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