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Yaein Baek

Sogang University - Department of Economics

35 Baekbeom-ro

Seoul, 121-742

  • Sogang University - Department of Economics

SCHOLARLY PAPERS

10

DOWNLOADS

1,078

TOTAL CITATIONS

4

Scholarly Papers (10)

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1.

Machine Learning in Macroeconomics: Forecasting in the Presence of Instabilities

KIEP Research Paper, KIEP Opinions No. 231
Number of pages: 4 Posted: 14 Mar 2022
Yaein Baek
Sogang University - Department of Economics
Downloads 369 (201,412)

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Machine Learning, Forecasting, Uncertainty, Random Forest

2.

Decoding Financial Crises: Analyzing Predictors and Evolution

KIEP Research Paper, World Economy Brief(WEB) 23-28
Number of pages: 7 Posted: 30 Aug 2023
Young SIk Jeong and Yaein Baek
Korea Institute for International Economic Policy and Sogang University - Department of Economics
Downloads 140 (530,816)

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Financial Crisis, Economic Crisis, Machine Learning, System Dynamics

3.

코로나19 위기와 기업경쟁구도 변화: 과거 경제위기와의 비교를 중심으로 (Covid-19 Crisis and Shifts in the Corporate Competitive Landscape: Comparisons with Previous Economic Crises)

KIEP Research Paper, 연구보고서(PA) 22-13
Number of pages: 227 Posted: 27 Jun 2023
Sang-Ha Yoon, Yaein Baek, WONTAE HAN, Yoon Soo Lee and Daisoon Kim
Korea Institute for International Economic Policy, Sogang University - Department of Economics, Korea Institute for International Economic Policy, Sogang University and North Carolina State University
Downloads 109 (645,052)

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Global Financial Crisis, COVID-19 Crisis, Corporate Sales, Corporate Support Policies

4.

금융위기 전개 과정 및 요인 분석: 복잡계와 머신러닝 방법론을 중심으로 (An Analysis of the Evolution and Factors of the Financial Crisis Using Complex Systems and Machine Learning)

KIEP Research Papers, 연구보고서(PA) 22-17
Number of pages: 293 Posted: 12 Jun 2023
Young SIk Jeong, Gab Jin Oh, WONTAE HAN, Yaein Baek, Eun Jung Kang and Yuri Kim
Korea Institute for International Economic Policy, Chosun University, Korea Institute for International Economic Policy, Sogang University - Department of Economics, Korea Institute for International Economic Policy and Independent
Downloads 104 (669,616)

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Financial Crisis, Prediction, Potential Risk Factors

5.

Testing Linearity Using Power Transforms of Regressors

Cowles Foundation Discussion Paper No. 1917
Number of pages: 54 Posted: 18 Sep 2013
Yaein Baek, Jin Seo Cho and Peter C. B. Phillips
Sogang University - Department of Economics, Yonsei University - Department of Economics and University of Auckland Business School
Downloads 88 (753,595)
Citation 4

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Box Cox transform, Gaussian stochastic process, Neglected nonlinearity, Power transformation, Quasi-likelihood ratio test, Trend exponent, Trifold identification problem

6.

빅데이터 기반의 국제거시경제 전망모형 개발 연구 (Developing an International Macroeconomic Forecasting Model Based on Big Data)

KIEP Research Paper, Policy Analyses(PA) 23-24
Number of pages: 201 Posted: 26 Apr 2024
Yaein Baek, Sang-Ha Yoon, Hyun Hak Kim and Jiyun Lee
Sogang University - Department of Economics, Korea Institute for International Economic Policy, Department of Economics, Kookmin University and Korea Institute for International Economic Policy
Downloads 84 (783,685)

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7.

노동소득분배 결정요인 분석과 정책적 시사점 (Analysis on the Determinants of Labor Share and Its Policy Implications)

KIEP Research Paper, 연구보고서(PA) 22-03
Number of pages: 150 Posted: 22 May 2023
Yaein Baek, Minsoo Han, Wongi Kim and HYUNSUK KIM
Sogang University - Department of Economics, Korea Institute for International Economic Policy, Chonnam National University and Int’l Macroeconomics
Downloads 65 (924,743)

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Labor Income in Korea, Globalization, Impact of Robots

8.

Covid-19 Crisis and Shifts in the Corporate Competitive Landscape: Comparisons with Previous Economic Crises

World Economy Brief, Vol. 13, No. 15, April 11, 2023, KIEP Research Paper, World Economy Brief(WEB) 23-15
Number of pages: 7 Posted: 10 Aug 2023
Sang-Ha Yoon, Yaein Baek, WONTAE HAN, Yoon Soo Lee and Daisoon Kim
Korea Institute for International Economic Policy, Sogang University - Department of Economics, Korea Institute for International Economic Policy, Sogang University and North Carolina State University
Downloads 48 (1,097,529)

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Covid-19 Crisis, Corporate Competitive Landscape

9.

Analysis on the Determinants of Labor Share and Its Policy Implications

KIEP Research Paper, World Economy Brief(WEB) 23-01
Number of pages: 7 Posted: 16 Mar 2023
Yaein Baek, minsoo han, Wongi Kim and HYUNSUK KIM
Sogang University - Department of Economics, Korea Institute for International Economic Policy, Sungshin Women's University and Int’l Macroeconomics
Downloads 42 (1,170,409)

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Labor Share, Skill-biased Technological Change, Robots, Income Inequality

10.

When Sentiment Matters: News, Extreme Price Movements, and Return Dynamics

Number of pages: 1 Posted: 03 Apr 2026
Yaein Baek, Jungmin Lee and Jaeho Kim
Sogang University - Department of Economics, Sogang University and Hanyang University - ERICA
Downloads 29 (1,399,036)

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News sentiment, extreme price movements, return predictability, KOSPI, large language models