Name LAI,YA-WEN
兼任主管 無
Tel +886-5-6315769
Email
Education Background 臺灣大學 國際企業所 博士
Experience Assistant Professor, Department of Finance, National Formosa University
Postdoctoral Researcher, Academia Sinica
Credit Specialist, Central Trust of China
Experience Information content of derivatives markets
Macroeconomic factors in financial assets
Nonlinear econometric model
Empirical asset pricing
Empirical Mode Decomposition
Cross-predictability of accounting data
學術專長及研究 衍生性金融商品、資產訂價實證、非線性計量模型經驗模組
Courses Derivative Financial Products (Derivatives), Investments, Financial Management, Intermediate Accounting
Certificates Passed the Senior Civil Service Examination for Financial and Insurance Personnel
Securities Investment Analyst
Senior Securities Specialist
Futures Floor Trader/Broker 
Country School Name Department Degree
台灣大學 國際企業研究所 博士
交通大學 財務金融研究所 碩士
台灣大學 財務金融系 學士
Certificate Issued By
Microsoft Certified: Azure AI Fundamentals Microsoft
中華民國運動賽事分析師學會丙級分析師證書 中華民國運動賽事分析師學會
企業電子化永續軟體合格證書 財團法人電腦技能協會
全國公務人員高等考試及格證書(金融保險職系金融保險科) 考試院
期貨商業務員 台北市期貨商業同業公會
程式語言 Python 3 Techficiency Quotient Certification (TQC)
證券商高級業務員 中華民國證券商業同業公會
證券投資分析人員 中華民國證券投資信託暨顧問商業同業公會
Journal Paper (Google Scholar Link)

1

Ya-Wen Lai (2023). “Impact of futures’ trader types on stock market quality: evidence from Taiwan.” Journal of Economics and Finance 47 (2), 417–436 (Econlit)

2

Ngo Nu Dieu Khue and Ya-Wen Lai (2020). “Threshold Effects of Inflation on the Banking Sector Performance in the Asean-6 Countries.” Romanian Journal of Economic Forecasting 23 (1), 117-133 (SSCI)

3

Ya-Wen Lai, Chiou-Fa Lin, and Mei-Ling Tang (2017). "Mispricing and trader positions in the S&P 500 index futures market." North American Journal of Economics and Finance 42, 250¬–265 (SSCI).

4

Ya-Wen Lai (2017). "Macroeconomic factors and index option returns." International Review of Economics and Finance 48, 452–477 (SSCI).

5

Ya-Wen Lai and Atif Windawati (2017). "Risk, return, and liquidity during Ramadan: Evidence from Indonesian and Malaysian stock markets." Research in International Business and Finance 42, 233–241. (Econlit)

6

Ya-Wen Lai (2017). "Output gaps and the New Keynesian Phillips curve: An application of the Empirical Mode Decomposition." Economics Bulletin 37, 952–961. (Econlit)

7

Chiou-Fa Lin, Ya-Wen Lai, and Mei-Ling Tang (2016). "Is the incremental transparency necessary?" Investment Analysts Journal 45, 95–109. (SSCI)

8

Ya-Wen Lai (2011), “Testing for causality in the transmission of real economic activity and equity market expectations”, The Empirical Economic Letters 10 (Econlit), 205–213.

Year Paper Title
2023 Impact of futures’ trader types on stock market quality: evidence from Taiwan, Journal of Economics and Finance, Jan. 2023
2020 Threshold Effects of Inflation on Banking Sector Performance in the ASEAN-6 Countries, Romanian Journal of Economic Forecasting, Mar. 2020
2020 台指期貨波動性、基差、與三大法人交易部位, 國立虎尾科技大學學報, Mar. 2020
2020 臺指期貨波動性、基差、與三大法人交易部位, 國立虎尾科技大學學報, pp. 39-62, 2020
2017 Mispricing and trader positions in the S&P 500 index futures market, North American Journal of Economics and Finance, Jul. 2017
2017 Output gaps and the New Keynesian Phillips curve: An application of the Empirical Mode Decomposition, Economics Bulletin, May. 2017
2017 Risk, return, and liquidity during Ramadan: Evidence from Indonesian and Malaysian stock markets, Research in International Business and Finance, May. 2017
2017 Macroeconomic factors and index option returns, International Review of Economics and Finance , Mar. 2017
2016 Is the incremental transparency necessary?, Investment Analysts Journal, May. 2016
2015 Transparency, Firm Characteristics and Cost of Equity, Journal of Accounting and Finance, Dec. 2015
2011 Testing for causality in the transmission of real economic activity and equity market expectations, The Empirical Economic Letters , pp. 205-213, Mar. 2011
Conference Paper
1 Ya-Wen Lai, Chiou-Fa Lin, and Mei-Ling Tang (2017). "Arbitrage Basis and Hedging Demand". 2017中部財金學術聯盟國際研討會, 台中, 台灣
2 Ya-Wen Lai (2017), “Forecasting Inflation: An Application of the Empirical Mode Decomposition”. 2017總體經濟計量模型研討會, 台北, 台灣
3 Ngo Nu Dieu Khue and Ya-Wen Lai (2017). “通貨膨脹門檻值對東協六國銀行績效的影響”. 2017 財務金融與管理研討會, 嘉義, 台灣
4 Atif Windawati and Ya-Wen Lai (2016). “Stock Returns and Volatility during Ramadan: Evidence from Indonesia and Malaysian Stocks Markets”. 2016 財務金融與管理研討會, 嘉義, 台灣
Year Paper Title
2024 ESG分數與財務表現及持股意願之探討, 2024財務金融與管理研討會(2024FMC), Mar. 23, 2024, TWN臺灣
2024 ESG與投資表現, 2024財務金融與管理研討會(2024FMC), Mar. 23, 2024, TWN臺灣
2023 ESG與金融控股公司的風險承受度, 2023第十八屆中華商管科技學會年會暨學術研討會, Dec. 24, 2023, TWN臺灣
2021 Fundamental and non-fundamental volatility: The role of World Uncertainty Index, 2021財務金融與管理研討會(2021FMC), Mar. 13, 2021, TWN中華民國(臺灣)
2021 The Predictive Power of Financial Ratios on Stock Returns in Thailand’s Stock Market, 2021財務金融與管理研討會(2021FMC), Mar. 13, 2021, TWN中華民國(臺灣)
2021 Forecasting GDP Using Stock Index Returns, 2021財務金融與管理研討會(2021FMC), Mar. 13, 2021, TWN中華民國(臺灣)
2017 Forecasting Inflation: An Application of the Empirical Mode Decomposition, 2017總體經濟計量模型研討會, Dec. 07-08, 2017, TWN中華民國(臺灣)
2017 Arbitrage Basis and Hedging Demand, 2017中部財金學術聯盟國際研討會, May. 26, 2017, TWN中華民國(臺灣)
2017 通貨膨脹門檻值對東協六國銀行績效的影響, 2017 財務金融與管理研討會, Mar. 18, 2017, TWN中華民國(臺灣)
2016 Stock Returns and Volatility during Ramadan: Evidence from Indonesia and Malaysian Stocks Markets, 2016 財務金融與管理研討會, Mar. 19, 2016, TWN中華民國(臺灣)
2015 以投資組合觀點分析台灣金融控股公司的利息收入與非利息收入, 2015 財金會計暨商管決策研討會, Mar. 20, 2015, TWN中華民國(臺灣)
2014 Macro Factors and Risk Premia in Index Option Returns, The fifth Asian Conference on the Social Sciences, Jun. 12-15, 2014, JPN日本
2013 Bahavioral Heterogeneity, Investor sentiment and Derivatives Trading: Evidence in Stock Index Futures, 台灣財務金融學會年會暨國際學術研討會, May. 31-Jun. 01, 2013, TWN中華民國(臺灣)
2012 Examing the Phillips Curve Using Empirical Mode Decomposition, 2012年總體經濟計量模型研討會, Nov. 29-30, 2012, TWN中華民國(臺灣)
2012 Macro factors in index option returns, 2012 Central Taiwan Finance Association Conference (中部財金學術聯盟研討會), Jun. 08, 2012, TWN中華民國(臺灣)
Project
1 國科會研究計畫, 主持人, MOST 111-2410-H-150-007, "產業應計數對股票市場報酬率的預測能力",2022/08/01 ~ 2023/10/31
2 國科會研究計畫, 主持人, NSC 102-2410-H-150-001, "新凱因斯菲利普曲線的實證效果:以經驗模組分解法衡量產出缺口",2013/08/01 ~ 2014/07/31
Year Paper Title
2025 HSU, YU-HSUAN, Diversifying Systematic Risk in A Single Market: Empirical Evidence on Taiwan-America ETF Portfolios under Tariff Shocks, 2025
2023 ESG and the Risk-taking of Financial Holding Companies, 2023
2023 ESG Performance, Financial Performance and Institutional Ownership, 2023
2023 ESG and Investment Performance: An Empirical Study on Taiwan-Listed Companies, 2023
2021 Mixed Data Sampling (MIDAS) Regressions: Forecasting Gross Domestic Product Using Stock Index Returns, 2021
2021 The Predictive Power of Financial Ratios in Thailand’s Stock Market, 2021
2021 Fundamental and Non - fundamental Volatility: The Role of Economic Uncertainty, 2021
2019 Taiwan Stock Index Futures’ Volatility, Basis and Three Major Institutional Investors, 2019
Jhih-Wen Lin, Analyzing Interest Income and Noninterest Income from a Portfolio Perspective: Evidence from Taiwan Finance Holding Companies
Ngo Nu Dieu Khue, Threshold Effects of Inflation on Banking Sector Performance in the ASEAN-6 Countries
Atif Windawati, Returns, Volatility and Liquidity during Ramadan: Evidence from Indonesia and Malaysia Stock Markets
Cheng-Han Lin, The Impact of Risk on Derivatives Operation-Evidence in Taiwan Banking Industry
Yuan-Cheng Liu, A Study on the Relationship between Money Attitudes and Consumer Decision-making Styles among Primary School Teachers in Yunlin
Hui-Zhen Chen, A Study on House Purchasing Factors in Policy-Making of Elementary School Teachers in Yunlin
Course Title Class Reference Link
財務管理(一) 夜四財金二甲 https://tqas.nfu.edu.tw/course_schedule/detail/11517553
中級會計學(一) 四財金二甲 https://tqas.nfu.edu.tw/course_schedule/detail/11512182
財務管理(一) 四財金二甲 https://tqas.nfu.edu.tw/course_schedule/detail/11512180