Yucheng Yang

Princeton University

SCHOLARLY PAPERS

3

DOWNLOADS

573

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Ideas:
“  I study high-dimensional models and big data in economics and finance.  ”

Scholarly Papers (3)

1.

Networks and Business Cycles

Number of pages: 82 Posted: 02 Mar 2021
Wu Zhu and Yucheng Yang
University of Pennsylvania and Princeton University
Downloads 247 (154,765)

Abstract:

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Business Cycles, Innovation Networks, Production Networks, Sectoral Shock, Persistence, Amplification

2.

The Knowledge Graph for Macroeconomic Analysis with Alternative Big Data

Number of pages: 17 Posted: 15 Oct 2020
Yucheng Yang, Yue Pang, Guanhua Huang and Weinan E
Princeton University, Peking University, University of Science and Technology of China (USTC) and Princeton University
Downloads 204 (185,574)

Abstract:

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Big Data, Alternative/Nontraditional Data, Knowledge Graph, Natural Language Processing, Variable Selection, Economic Forecasting

3.

Interpretable Neural Networks for Panel Data Analysis in Economics

Number of pages: 13 Posted: 15 Oct 2020 Last Revised: 30 Nov 2020
Yucheng Yang, Zhong Zheng and Weinan E
Princeton University, Pennsylvania State University - Penn State and Princeton University
Downloads 122 (284,331)
Citation 2

Abstract:

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Neural Network, Interpretable Model, Machine Learning, Big Data, Administrative Data, Employment