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Yayi Yan

Personal Details

First Name:Yayi
Middle Name:
Last Name:Yan
Suffix:
RePEc Short-ID:pya740
[This author has chosen not to make the email address public]
https://sites.google.com/view/yayiyan

Affiliation

Shanghai University of Finance and Economics

Shanghai, China
http://www.shufe.edu.cn/
RePEc:edi:shufecn (more details at EDIRC)

Research output

as
Jump to: Working papers Articles

Working papers

  1. Jiti Gao & Fei Liu & Bin Peng & Yayi Yan, 2025. "Panel Data Estimation and Inference: Homogeneity versus Heterogeneity," Papers 2502.03019, arXiv.org, revised Jul 2025.
  2. Degui Li & Yayi Yan & Qiwei Yao, 2025. "Factor Models of Matrix-Valued Time Series: Nonstationarity and Cointegration," Papers 2508.11358, arXiv.org, revised Aug 2025.
  3. Jiti Gao & Bin Peng & Yayi Yan, 2024. "Robust Inference for High Dimensional Panel Data Models," Monash Econometrics and Business Statistics Working Papers 9/24, Monash University, Department of Econometrics and Business Statistics.
  4. Jiti Gao & Fei Liu & Bin Peng & Yayi Yan, 2024. "Robust Estimation and Inference for High-Dimensional Panel Data Models," Papers 2405.07420, arXiv.org, revised Feb 2025.
  5. Bin Peng & Liangjun Su & Yayi Yan, 2024. "A Robust Residual-Based Test for Structural Changes in Factor Models," Papers 2406.00941, arXiv.org, revised Jan 2025.
  6. Jiti Gao & Bin Peng & Yayi Yan, 2023. "Time-Varying Vector Error-Correction Models: Estimation and Inference," Papers 2305.17829, arXiv.org.
  7. Chaohua Dong & Jiti Gao & Bin Peng & Yayi Yan, 2023. "Estimation and Inference for a Class of Generalized Hierarchical Models," Papers 2311.02789, arXiv.org, revised Apr 2024.
  8. Jiti Gao & Bin Peng & Yayi Yan, 2023. "A Localised Neural network with Dependent Data: Estimation and Inference," Monash Econometrics and Business Statistics Working Papers 15/23, Monash University, Department of Econometrics and Business Statistics.
  9. Chaohua Dong & Jiti Gao & Bin Peng & Yayi Yan, 2023. "Estimation of Semiparametric Multi-Index Models Using Deep Neural Networks," Monash Econometrics and Business Statistics Working Papers 21/23, Monash University, Department of Econometrics and Business Statistics.
  10. Jiti Gao & Bin Peng & Yayi Yan, 2022. "Nonparametric Estimation and Testing for Time-Varying VAR Models," Monash Econometrics and Business Statistics Working Papers 3/22, Monash University, Department of Econometrics and Business Statistics.
  11. Jiti Gao & Bin Peng & Yayi Yan, 2022. "A Simple Bootstrap Method for Panel Data Inferences," Monash Econometrics and Business Statistics Working Papers 7/22, Monash University, Department of Econometrics and Business Statistics.
  12. Jiti Gao & Bin Peng & Yayi Yan, 2022. "Higher-order Expansions and Inference for Panel Data Models," Papers 2205.00577, arXiv.org, revised Jun 2023.
  13. Jiti Gao & Bin Peng & Wei Biao Wu & Yayi Yan, 2022. "Time-Varying Multivariate Causal Processes," Papers 2206.00409, arXiv.org.
  14. Yayi Yan & Jiti Gao & Bin Peng, 2021. "On Time-Varying VAR Models: Estimation, Testing and Impulse Response Analysis," Papers 2111.00450, arXiv.org.
  15. Jiti Gao & Bin Peng & Yayi Yan, 2021. "Parameter Stability Testing for Multivariate Dynamic Time-Varying Models," Monash Econometrics and Business Statistics Working Papers 11/21, Monash University, Department of Econometrics and Business Statistics.
  16. Yayi Yan & Jiti Gao & Bin Peng, 2021. "Asymptotics for Time-Varying Vector MA(∞) Processes," Monash Econometrics and Business Statistics Working Papers 22/21, Monash University, Department of Econometrics and Business Statistics.
  17. Yayi Yan & Jiti Gao & Bin peng, 2020. "A Class of Time-Varying Vector Moving Average (infinity) Models," Monash Econometrics and Business Statistics Working Papers 39/20, Monash University, Department of Econometrics and Business Statistics.
  18. Yayi Yan & Jiti Gao & Bin Peng, 2020. "A Class of Time-Varying Vector Moving Average Models: Nonparametric Kernel Estimation and Application," Papers 2010.01492, arXiv.org.
  19. Jiti Gao & Fei Liu & Bin Peng & Yayi Yan, 2020. "Binary Response Models for Heterogeneous Panel Data with Interactive Fixed Effects," Papers 2012.03182, arXiv.org, revised Nov 2021.
  20. Tingting Cheng & Jiti Gao & Yayi Yan, 2018. "Regime switching panel data models with interative fixed effects," Monash Econometrics and Business Statistics Working Papers 21/18, Monash University, Department of Econometrics and Business Statistics.
  21. Tingting Cheng & Jiti Gao & Yayi Yan, 2018. "Regime switching in the presence of endogeneity," Monash Econometrics and Business Statistics Working Papers 9/18, Monash University, Department of Econometrics and Business Statistics.

Articles

  1. Gao, Jiti & Peng, Bin & Yan, Yayi, 2025. "Time-varying vector error-correction models: Estimation and inference," Journal of Econometrics, Elsevier, vol. 251(C).
  2. Wang, Zhenxin & Wang, Shaoping & Yan, Yayi & Xia, Yingcun, 2025. "Examining Chinese volume–volatility nexus: A regime-switching perspective," Economic Modelling, Elsevier, vol. 144(C).
  3. Yu, Deshui & Yan, Yayi, 2025. "A system of time-varying models for predictive regressions," Journal of Empirical Finance, Elsevier, vol. 82(C).
  4. Peng, Bin & Su, Liangjun & Yan, Yayi, 2025. "A robust residual-based test for structural changes in factor models," Journal of Econometrics, Elsevier, vol. 251(C).
  5. Jiti Gao & Bin Peng & Yayi Yan, 2024. "Higher-Order Expansions and Inference for Panel Data Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 119(548), pages 2760-2771, October.
  6. Jiti Gao & Bin Peng & Yayi Yan, 2024. "Estimation, Inference, and Empirical Analysis for Time-Varying VAR Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(1), pages 310-321, January.
  7. Gao, Jiti & Peng, Bin & Wu, Wei Biao & Yan, Yayi, 2024. "Time-varying multivariate causal processes," Journal of Econometrics, Elsevier, vol. 240(1).
  8. Zhenxin Wang & Shaoping Wang & Yayi Yan, 2024. "Sieve Bootstrap for Fixed-b Phillips–Perron Unit Root Test," Computational Economics, Springer;Society for Computational Economics, vol. 64(6), pages 3181-3205, December.
  9. Gao, Jiti & Liu, Fei & Peng, Bin & Yan, Yayi, 2023. "Binary response models for heterogeneous panel data with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 235(2), pages 1654-1679.
  10. Deshui Yu & Yayi Yan, 2023. "Joint dynamics of stock returns and cash flows: A time‐varying present‐value framework," Financial Management, Financial Management Association International, vol. 52(3), pages 513-541, September.
  11. Yayi Yan & Tingting Cheng, 2022. "Factor-augmented forecasting regressions with threshold effects [What drives oil prices? Emerging versus developed economies]," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 134-154.
  12. Cheng, Tingting & Yan, Cheng & Yan, Yayi, 2021. "Improved inference for fund alphas using high-dimensional cross-sectional tests," Journal of Empirical Finance, Elsevier, vol. 61(C), pages 57-81.
  13. Cheng, Tingting & Gao, Jiti & Yan, Yayi, 2019. "Regime switching panel data models with interactive fixed effects," Economics Letters, Elsevier, vol. 177(C), pages 47-51.

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Working papers

  1. Jiti Gao & Bin Peng & Yayi Yan, 2024. "Robust Inference for High Dimensional Panel Data Models," Monash Econometrics and Business Statistics Working Papers 9/24, Monash University, Department of Econometrics and Business Statistics.

    Cited by:

    1. Kaicheng Chen, 2025. "Inference in High-Dimensional Panel Models: Two-Way Dependence and Unobserved Heterogeneity," Papers 2504.18772, arXiv.org.

  2. Jiti Gao & Fei Liu & Bin Peng & Yayi Yan, 2024. "Robust Estimation and Inference for High-Dimensional Panel Data Models," Papers 2405.07420, arXiv.org, revised Feb 2025.

    Cited by:

    1. Haowen Bao & Yongmiao Hong & Yuying Sun & Shouyang Wang, 2024. "Sparse Interval-valued Time Series Modeling with Machine Learning," Papers 2411.09452, arXiv.org.

  3. Jiti Gao & Bin Peng & Yayi Yan, 2023. "Time-Varying Vector Error-Correction Models: Estimation and Inference," Papers 2305.17829, arXiv.org.

    Cited by:

    1. Panovska, Irina & Zhang, Licheng, 2024. "Jobless recoveries and time variation in labor markets," Journal of Macroeconomics, Elsevier, vol. 81(C).

  4. Jiti Gao & Bin Peng & Yayi Yan, 2022. "A Simple Bootstrap Method for Panel Data Inferences," Monash Econometrics and Business Statistics Working Papers 7/22, Monash University, Department of Econometrics and Business Statistics.

    Cited by:

    1. Gao, J. & Linton, O. & Peng, B., 2022. "A Nonparametric Panel Model for Climate Data with Seasonal and Spatial Variation," Janeway Institute Working Papers 2215, Faculty of Economics, University of Cambridge.
    2. Li, Xingyu & Shen, Yan & Zhou, Qiankun, 2024. "Confidence intervals of treatment effects in panel data models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 240(1).

  5. Jiti Gao & Bin Peng & Yayi Yan, 2022. "Higher-order Expansions and Inference for Panel Data Models," Papers 2205.00577, arXiv.org, revised Jun 2023.

    Cited by:

    1. Guohua Feng & Jiti Gao & Fei Liu & Bin Peng, 2024. "Estimation and Inference for Three-Dimensional Panel Data Models," Papers 2404.08365, arXiv.org, revised Sep 2024.
    2. Gao, J. & Linton, O. & Peng, B., 2022. "A Nonparametric Panel Model for Climate Data with Seasonal and Spatial Variation," Janeway Institute Working Papers 2215, Faculty of Economics, University of Cambridge.

  6. Jiti Gao & Bin Peng & Wei Biao Wu & Yayi Yan, 2022. "Time-Varying Multivariate Causal Processes," Papers 2206.00409, arXiv.org.

    Cited by:

    1. Pathairat Pastpipatkul & Htwe Ko, 2025. "Volatility Analysis of Returns of Financial Assets Using a Bayesian Time-Varying Realized GARCH-Itô Model," Econometrics, MDPI, vol. 13(3), pages 1-21, September.

  7. Yayi Yan & Jiti Gao & Bin peng, 2020. "A Class of Time-Varying Vector Moving Average (infinity) Models," Monash Econometrics and Business Statistics Working Papers 39/20, Monash University, Department of Econometrics and Business Statistics.

    Cited by:

    1. Yayi Yan & Jiti Gao & Bin Peng, 2021. "Asymptotics for Time-Varying Vector MA(∞) Processes," Monash Econometrics and Business Statistics Working Papers 22/21, Monash University, Department of Econometrics and Business Statistics.

  8. Jiti Gao & Fei Liu & Bin Peng & Yayi Yan, 2020. "Binary Response Models for Heterogeneous Panel Data with Interactive Fixed Effects," Papers 2012.03182, arXiv.org, revised Nov 2021.

    Cited by:

    1. Tingting Cheng & Jiachen Cong & Fei Liu & Xuanbin Yang, 2025. "Binary Response Forecasting under a Factor-Augmented Framework," Papers 2507.16462, arXiv.org.
    2. Liang Chen & Minyuan Zhang, 2023. "Common Correlated Effects Estimation of Nonlinear Panel Data Models," Papers 2304.13199, arXiv.org.
    3. Aibing Ji & Jinjin Zhang & Yu Cao, 2025. "Bivariate Maximum Likelihood Method for Fixed Effects Panel Interval-Valued Data Models," Computational Economics, Springer;Society for Computational Economics, vol. 66(2), pages 1269-1296, August.

  9. Tingting Cheng & Jiti Gao & Yayi Yan, 2018. "Regime switching panel data models with interative fixed effects," Monash Econometrics and Business Statistics Working Papers 21/18, Monash University, Department of Econometrics and Business Statistics.

    Cited by:

    1. Gobillon, Laurent & Magnac, Thierry & Roux, Sébastien, 2025. "Lifecycle Wages and Human Capital Investments: Selection and Missing Data," IZA Discussion Papers 17838, Institute of Labor Economics (IZA).
    2. Christis Katsouris, 2023. "Structural Analysis of Vector Autoregressive Models," Papers 2312.06402, arXiv.org, revised Feb 2024.
    3. Liu, Hao, 2019. "The communication and European Regional economic growth: The interactive fixed effects approach," Economic Modelling, Elsevier, vol. 83(C), pages 299-311.
    4. Cheng, Tingting & Xing, Shuo & Yao, Wenying, 2022. "An examination of herding behaviour of the Chinese mutual funds: A time-varying perspective," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).

Articles

  1. Gao, Jiti & Peng, Bin & Yan, Yayi, 2025. "Time-varying vector error-correction models: Estimation and inference," Journal of Econometrics, Elsevier, vol. 251(C).
    See citations under working paper version above.
  2. Wang, Zhenxin & Wang, Shaoping & Yan, Yayi & Xia, Yingcun, 2025. "Examining Chinese volume–volatility nexus: A regime-switching perspective," Economic Modelling, Elsevier, vol. 144(C).

    Cited by:

    1. Gebka, Bartosz, 2025. "Explaining the causality between trading volume and stock returns: What drives its cross-quantile patterns?," Economic Modelling, Elsevier, vol. 148(C).

  3. Jiti Gao & Bin Peng & Yayi Yan, 2024. "Higher-Order Expansions and Inference for Panel Data Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 119(548), pages 2760-2771, October.
    See citations under working paper version above.
  4. Jiti Gao & Bin Peng & Yayi Yan, 2024. "Estimation, Inference, and Empirical Analysis for Time-Varying VAR Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(1), pages 310-321, January.

    Cited by:

    1. Fahad Abdelaziz Almohaimeed & Khaled Ahmed Abouelnour, 2025. "The Role of Food Processing in Sustaining Food Security Indicators in the Kingdom of Saudi Arabia," Economies, MDPI, vol. 13(3), pages 1-25, March.
    2. Shah, Waheed Ullah & Younis, Ijaz & Missaoui, Ibtissem & Liu, Xiyu, 2025. "Environmental transitions effect of renewable energy and fintech markets on Europe's real estate stock market," Renewable Energy, Elsevier, vol. 243(C).
    3. Yu, Deshui & Yan, Yayi, 2025. "A system of time-varying models for predictive regressions," Journal of Empirical Finance, Elsevier, vol. 82(C).

  5. Gao, Jiti & Peng, Bin & Wu, Wei Biao & Yan, Yayi, 2024. "Time-varying multivariate causal processes," Journal of Econometrics, Elsevier, vol. 240(1).
    See citations under working paper version above.
  6. Gao, Jiti & Liu, Fei & Peng, Bin & Yan, Yayi, 2023. "Binary response models for heterogeneous panel data with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 235(2), pages 1654-1679.
    See citations under working paper version above.
  7. Deshui Yu & Yayi Yan, 2023. "Joint dynamics of stock returns and cash flows: A time‐varying present‐value framework," Financial Management, Financial Management Association International, vol. 52(3), pages 513-541, September.

    Cited by:

    1. Yu, Deshui & Yan, Yayi, 2025. "A system of time-varying models for predictive regressions," Journal of Empirical Finance, Elsevier, vol. 82(C).

  8. Yayi Yan & Tingting Cheng, 2022. "Factor-augmented forecasting regressions with threshold effects [What drives oil prices? Emerging versus developed economies]," The Econometrics Journal, Royal Economic Society, vol. 25(1), pages 134-154.

    Cited by:

    1. Tingting Cheng & Jiachen Cong & Fei Liu & Xuanbin Yang, 2025. "Binary Response Forecasting under a Factor-Augmented Framework," Papers 2507.16462, arXiv.org.
    2. Deshui Yu & Yayi Yan, 2023. "Joint dynamics of stock returns and cash flows: A time‐varying present‐value framework," Financial Management, Financial Management Association International, vol. 52(3), pages 513-541, September.
    3. Christis Katsouris, 2023. "Optimal Estimation Methodologies for Panel Data Regression Models," Papers 2311.03471, arXiv.org, revised Nov 2023.

  9. Cheng, Tingting & Yan, Cheng & Yan, Yayi, 2021. "Improved inference for fund alphas using high-dimensional cross-sectional tests," Journal of Empirical Finance, Elsevier, vol. 61(C), pages 57-81.

    Cited by:

    1. Ruizhe Jiang & Xiaowen Huang & Yunlu Jiang, 2025. "A two-sample test for high-dimensional mean vectors via double verification," Statistical Papers, Springer, vol. 66(6), pages 1-24, October.

  10. Cheng, Tingting & Gao, Jiti & Yan, Yayi, 2019. "Regime switching panel data models with interactive fixed effects," Economics Letters, Elsevier, vol. 177(C), pages 47-51.
    See citations under working paper version above.

More information

Research fields, statistics, top rankings, if available.

Statistics

Access and download statistics for all items

NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 22 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.
  1. NEP-ECM: Econometrics (17) 2018-12-24 2018-12-24 2020-10-19 2020-10-26 2020-12-21 2021-10-25 2021-11-08 2022-01-03 2022-04-25 2022-06-20 2022-07-25 2023-07-10 2023-12-04 2024-06-17 2024-07-15 2025-02-24 2025-08-25. Author is listed
  2. NEP-ETS: Econometric Time Series (10) 2020-10-19 2020-10-26 2021-10-25 2021-11-08 2022-01-03 2022-07-25 2023-07-10 2024-07-15 2025-08-25 2025-08-25. Author is listed
  3. NEP-ORE: Operations Research (5) 2018-12-24 2021-10-25 2021-11-08 2021-12-06 2022-01-03. Author is listed
  4. NEP-BIG: Big Data (3) 2023-12-04 2024-01-01 2025-01-20
  5. NEP-CMP: Computational Economics (3) 2023-12-04 2024-01-01 2025-01-20
  6. NEP-MAC: Macroeconomics (3) 2020-10-26 2021-11-08 2023-11-27
  7. NEP-CWA: Central and Western Asia (2) 2021-11-08 2021-12-06
  8. NEP-INV: Investment (2) 2023-12-04 2024-01-01
  9. NEP-EFF: Efficiency and Productivity (1) 2022-04-25
  10. NEP-FOR: Forecasting (1) 2021-11-08
  11. NEP-MFD: Microfinance (1) 2023-07-10
  12. NEP-MON: Monetary Economics (1) 2020-10-26

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