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Do extreme returns matter in emerging markets? Evidence from the Chinese stock market

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  1. Muhammad Kashif & Thomas Leirvik, 2022. "The MAX Effect in an Oil Exporting Country: The Case of Norway," JRFM, MDPI, vol. 15(4), pages 1-16, March.
  2. Zi-Mei Wang & Donald Lien, 2022. "Is maximum daily return a lottery? Evidence from monthly revenue announcements," Review of Quantitative Finance and Accounting, Springer, vol. 59(2), pages 545-600, August.
  3. Ham, Hyuna & Ryu, Doojin & Webb, Robert I. & Yu, Jinyoung, 2023. "How do investors react to overnight returns? Evidence from Korea," Finance Research Letters, Elsevier, vol. 54(C).
  4. Liu, Jingzhen, 2019. "Impacts of lagged returns on the risk-return relationship of Chinese aggregate stock market: Evidence from different data frequencies," Research in International Business and Finance, Elsevier, vol. 48(C), pages 243-257.
  5. Sanjay Sehgal & Tarunika Jain Agrawal & Florent Deisting, 2025. "The tale of two tails and stock returns for two major emerging markets," Review of Quantitative Finance and Accounting, Springer, vol. 64(1), pages 163-189, January.
  6. Leo Julianto & Irwan Adi Ekaputra, 2020. "Max-Effect in the Indonesian Market," Capital Markets Review, Malaysian Finance Association, vol. 28(2), pages 19-27.
  7. Khurram, Muhammad Usman & Ali, Fahad & Ülkü, Numan, 2025. "Idiosyncratic volatility and the cross-section of abnormal returns in Pakistan: Evidence from a country with religious bans on lotteries and substantive institutional investor participation," International Review of Economics & Finance, Elsevier, vol. 98(C).
  8. Lu, Jing & Ran, Rong & Ko, Kuan-Cheng & Yang, Nien-Tzu, 2025. "Asset pricing when social preference meets lottery preference: Evidence from China," Research in International Business and Finance, Elsevier, vol. 73(PA).
  9. Li, Yi & Urquhart, Andrew & Wang, Pengfei & Zhang, Wei, 2021. "MAX momentum in cryptocurrency markets," International Review of Financial Analysis, Elsevier, vol. 77(C).
  10. Baars, Maren & Mohrschladt, Hannes, 2021. "An alternative behavioral explanation for the MAX effect," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 868-886.
  11. Neszveda, Gábor & Till, Gábor & Timár, Barnabás & Varga, Marcell, 2022. "Is short-term reversal driven by liquidity provision in emerging markets? Evidence from China," Finance Research Letters, Elsevier, vol. 50(C).
  12. Sun, Kaisi & Wang, Hui & Zhu, Yifeng, 2022. "How is the change in left-tail risk priced in China?," Pacific-Basin Finance Journal, Elsevier, vol. 71(C).
  13. Hsin, Chin-Wen & Peng, Shu-Cing, 2023. "Investor propensity to speculate and price delay in emerging markets," International Review of Financial Analysis, Elsevier, vol. 86(C).
  14. Gan, Christopher & Nartea, Gilbert V. & Wu, Ji (George), 2018. "Predictive ability of low-frequency volatility measures: Evidence from the Hong Kong stock markets," Finance Research Letters, Elsevier, vol. 26(C), pages 40-46.
  15. Zhao, Xian & Huang, Chuangxia & Yang, Xiaoguang & Cao, Jie & Yang, Xin, 2025. "Can we better predict financial crisis? The role of Laplacian-energy-like measure," International Review of Economics & Finance, Elsevier, vol. 103(C).
  16. Cui, Xin & Sensoy, Ahmet & Nguyen, Duc Khuong & Yao, Shouyu & Wu, Yiyao, 2022. "Positive information shocks, investor behavior and stock price crash risk," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 493-518.
  17. Feipeng Zhang & Yun Hong & Yanhui Jiang & Jiayi Yu, 2022. "Impact of national media reporting concerning COVID-19 on stock market in China: empirical evidence from a quantile regression," Applied Economics, Taylor & Francis Journals, vol. 54(33), pages 3861-3881, July.
  18. He, Feng & Chen, Longxuan & Hao, Jing & Wu, Ji, 2024. "Financial market development and corporate risk management: Evidence from Shanghai crude oil futures launched in China," Energy Economics, Elsevier, vol. 129(C).
  19. Yao, Haixiang & Jiang, Xiaoqing, 2025. "The performance of industry risk spillover under extreme events: Evidence from the Chinese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 91(C).
  20. Nguyen, Hung T. & Truong, Cameron, 2018. "When are extreme daily returns not lottery? At earnings announcements!," Journal of Financial Markets, Elsevier, vol. 41(C), pages 92-116.
  21. Dai, Yiming & Jiang, Yuexiang & Long, Huaigang & Wang, Hui & Zaremba, Adam, 2023. "Does realized skewness predict the cross-section of Chinese stock returns?," Finance Research Letters, Elsevier, vol. 58(PB).
  22. Lin, Chaonan & Chang, Hui-Wen & Chou, Robin K., 2023. "Overnight versus intraday returns of anomalies in China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
  23. Jansen, Maarten & Swinkels, Laurens & Zhou, Weili, 2021. "Anomalies in the China A-share market," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
  24. Zhen, Fang, 2025. "Market volatility and skewness risks in China," International Review of Economics & Finance, Elsevier, vol. 99(C).
  25. Yao, Shouyu & Qin, Yuanyuan & Cheng, Feiyang & Wu, Ji(George) & Goodell, John.W., 2022. "Missing momentum in China: Considering individual investor preference," Finance Research Letters, Elsevier, vol. 49(C).
  26. Yin, Libo & Yang, Zhichen, 2022. "The profitability effect: Insight from a dynamic perspective," International Review of Financial Analysis, Elsevier, vol. 80(C).
  27. Lin, Hung-Wen & Huang, Jing-Bo & Lin, Kun-Ben & Zhang, Joyce & Chen, Shu-Heng, 2020. "Which is the better fourth factor in China? Reversal or turnover?," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
  28. Gui, Pingshu & Zhu, Yifeng, 2021. "Margin trading and stock idiosyncratic volatility: Evidence from the Chinese stock market," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 484-496.
  29. Deschamps, Bruno & Fei, Tianlun & Jiang, Ying & Liu, Xiaoquan, 2025. "Uncertainty and cross-sectional stock returns: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 171(C).
  30. Chang, Danting, 2021. "Fundamental anomalies and the size puzzle in China: A data mining approach," Finance Research Letters, Elsevier, vol. 42(C).
  31. Lin, Mei-Chen, 2023. "Time-varying MAX preference: Evidence from revenue announcements," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
  32. Han, Xing & Li, Kai & Li, Youwei, 2020. "Investor overconfidence and the security market line: New evidence from China," Journal of Economic Dynamics and Control, Elsevier, vol. 117(C).
  33. Tsai, Chia-Fen & Chang, Jung-Hsien & Tsai, Feng-Tse, 2021. "Lottery preferences and retail short selling," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
  34. Zhuo Li & Meiyu Tian & Guangda Ouyang & Fenghua Wen, 2021. "Relationship between investor sentiment and earnings news in high‐ and low‐sentiment periods," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2748-2765, April.
  35. Bi, Jia & Gui, Pingshu & Zhu, Yifeng, 2022. "Large transactions and the MAX effect: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 75(C).
  36. Xiaozhen Jing & Dezhong Xu & Bin Li & Tarlok Singh, 2024. "Does the U.S. extreme indicator matter in stock markets? International evidence," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-27, December.
  37. Sun, Kaisi & Wang, Hui & Zhu, Yifeng, 2023. "Salience theory in price and trading volume: Evidence from China," Journal of Empirical Finance, Elsevier, vol. 70(C), pages 38-61.
  38. Jian Chen & Ahmad Haboub & Ali Khan & Syed Mahmud, 2025. "Investor clientele and intraday patterns in the cross section of stock returns," Review of Quantitative Finance and Accounting, Springer, vol. 64(2), pages 757-797, February.
  39. Jin, Xiu & Xue, Qiuyang, 2023. "Retail investor attention and stock market behavior in Russia-Ukraine conflict based on Chinese practices: Evidence from transfer entropy causal network," Finance Research Letters, Elsevier, vol. 58(PB).
  40. Yao, Shouyu & Wang, Chunfeng & Cui, Xin & Fang, Zhenming, 2019. "Idiosyncratic skewness, gambling preference, and cross-section of stock returns: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 53(C), pages 464-483.
  41. Gao, Ya & Bradrania, Reza, 2024. "Property crime and lottery-related anomalies," Global Finance Journal, Elsevier, vol. 59(C).
  42. Cheng, Feiyang & Wang, Chunfeng & Cui, Xin & Wu, Ji & He, Feng, 2021. "Economic policy uncertainty exposure and stock price bubbles: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 78(C).
  43. Caglayan, Mustafa O. & Lawrence, Edward & Reyes-Peña, Robinson, 2023. "Hot potatoes: Underpricing of stocks following extreme negative returns," Journal of Banking & Finance, Elsevier, vol. 149(C).
  44. Cheng, Feiyang & Chiao, Chaoshin & Wang, Chunfeng & Fang, Zhenming & Yao, Shouyu, 2021. "Does retail investor attention improve stock liquidity? A dynamic perspective," Economic Modelling, Elsevier, vol. 94(C), pages 170-183.
  45. Fu, Yumei & He, Feng & Li, Jintian & Zan, Bingyan, 2024. "Commonality in liquidity and corporate default risk - Evidence from China," Research in International Business and Finance, Elsevier, vol. 69(C).
  46. Liu, Chenye & Wu, Ying & Zhu, Dongming, 2022. "Price overreaction to up-limit events and revised momentum strategies in the Chinese stock market," Economic Modelling, Elsevier, vol. 114(C).
  47. Neszveda, Gábor & Csillag, Balázs, 2020. "A gazdasági várakozások hatása a tőzsdei momentumstratégiára [The impact of economic expectations on the momentum trading strategy]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(11), pages 1093-1111.
  48. Fan, Ruixin & Xiong, Xiong & Gao, Ya, 2021. "Can the probability of extreme returns be the basis for profitable portfolios? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 76(C).
  49. Prince T. Medina, 2018. "Equity Analysis in Buying Company Shares on the Philippine Stock Exchange," GATR Journals jfbr148, Global Academy of Training and Research (GATR) Enterprise.
  50. Fan, John Hua & Fernandez-Perez, Adrian & Indriawan, Ivan & Todorova, Neda, 2024. "When Chinese mania meets global frenzy: Commodity price bubbles," Journal of Commodity Markets, Elsevier, vol. 36(C).
  51. Sun, Kaisi & Wang, Hui & Zhu, Yifeng, 2024. "What drives the tail risk effect in the Chinese stock market?," Economic Modelling, Elsevier, vol. 132(C).
  52. Till, Gábor, 2021. "Az árfolyam-nyereség arány szerepe a német tőzsdei kereskedésben [The role of the P/E ratio in trading on the German stock exchange]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(7), pages 815-846.
  53. Wan, Xiaoyuan, 2018. "Is the idiosyncratic volatility anomaly driven by the MAX or MIN effect? Evidence from the Chinese stock market," International Review of Economics & Finance, Elsevier, vol. 53(C), pages 1-15.
  54. Seif, Mostafa & Docherty, Paul & Shamsuddin, Abul, 2018. "Limits to arbitrage and the MAX anomaly in advanced emerging markets," Emerging Markets Review, Elsevier, vol. 36(C), pages 95-109.
  55. González-Sánchez, Mariano, 2022. "Asset pricing models in emerging markets: Factorial approaches vs. information stochastic discount factor," Finance Research Letters, Elsevier, vol. 46(PB).
  56. Jin, Xiaoye, 2022. "Testing technical trading strategies on China's equity ETFs: A skewness perspective," Emerging Markets Review, Elsevier, vol. 51(PA).
  57. Chen, Zhongdong & Schmidt, Adam & Wang, Jin’ai, 2021. "Retail investor risk-seeking, attention, and the January effect," Journal of Behavioral and Experimental Finance, Elsevier, vol. 30(C).
  58. Yao, Shouyu & Wang, Chunfeng & Fang, Zhenming & Chiao, Chaoshin, 2021. "MAX is not the max under the interference of daily price limits: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 348-369.
  59. Guo, Jiaqi & Han, Xing & Li, Kai & Li, Youwei, 2025. "The nexus of overnight trend and asset prices in China," Journal of Economic Dynamics and Control, Elsevier, vol. 170(C).
  60. Shuonan Yuan & Marc Oliver Rieger & Nilüfer Caliskan, 2020. "Maxing out: the puzzling influence of past maximum returns on future asset prices in a cross-country analysis," Management Review Quarterly, Springer, vol. 70(4), pages 567-589, November.
  61. Zhou, Xuemei & Liu, Qiang & Guo, Shuxin, 2021. "Do overnight returns explain firm-specific investor sentiment in China?," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 451-477.
  62. Hung-Wen Lin & Kun-Ben Lin & Jing-Bo Huang & Shu-Heng Chen, 2021. "Timely Loss Recognition Helps Nothing," Sustainability, MDPI, vol. 13(14), pages 1-24, July.
  63. Muhammad A. Cheema & Gilbert V. Nartea & Yimei Man, 2020. "Maxing Out in China: Optimism or Attention?," International Review of Finance, International Review of Finance Ltd., vol. 20(4), pages 961-971, December.
  64. Cui, Xin & Wen, Lulu & Huang, Kai & Li, Jiayi, 2024. "Free riding or participation in governance: Minority shareholders’ online voting and corporate responsiveness," Research in International Business and Finance, Elsevier, vol. 70(PB).
  65. Chen, Dongxu & Wu, Ke & Zhu, Yifeng, 2022. "Stock return asymmetry in China," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
  66. Yin, Libo & Wei, Ya & Han, Liyan, 2020. "Firms' profit instability and the cross-section of stock returns: Evidence from China," Research in International Business and Finance, Elsevier, vol. 53(C).
  67. Hung-Wen Lin & Jing-Bo Huang & Kun-Ben Lin & Shu-Heng Chen, 2022. "The competitions of time-varying and constant loadings in asset pricing models: empirical evidence and agent-based simulations," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 17(2), pages 577-612, April.
  68. Cai, Haidong & Jiang, Ying & Liu, Xiaoquan, 2022. "Investor attention, aggregate limit-hits, and stock returns," International Review of Financial Analysis, Elsevier, vol. 83(C).
  69. Gui, Pingshu & Zhu, Yifeng, 2021. "Value at risk and the cross-section of expected returns: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 66(C).
  70. Ali, Syed Riaz Mahmood & Ahmed, Shaker & Östermark, Ralf, 2020. "Extreme returns and the investor’s expectation for future volatility: Evidence from the Finnish stock market," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 260-269.
  71. Zhu, Hong-bing & Zhang, Bing & Yang, Li-hua, 2021. "The gambling preference and stock price: Evidence from China's stock market," Emerging Markets Review, Elsevier, vol. 49(C).
  72. Hai, Hoang Van & Park, Jong Won & Tsai, Ping-Chen & Eom, Cheoljun, 2020. "Lottery mindset, mispricing and idiosyncratic volatility puzzle: Evidence from the Chinese stock market," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
  73. Huang, Shuyang & Zeng, Ming, 2022. "Political sentiment and MAX effect," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
  74. Chen, Shu & Han, Xiaoyan & Zhang, Zili & Zhao, Xuejun, 2023. "ESG investment in China: Doing well by doing good," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
  75. Gao, Ya & Han, Xing & Xiong, Xiong, 2021. "Loss from the chasing of MAX stocks: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
  76. Liu, Chang & Sun, Peng & Zhu, Dongming, 2023. "Lottery preference, short-sale constraint, and the salience effect: Evidence from China," Economic Modelling, Elsevier, vol. 125(C).
  77. Cheema, Muhammad A. & Nartea, Gilbert V., 2017. "Momentum, idiosyncratic volatility and market dynamics: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 46(PA), pages 109-123.
  78. Stefan Muhl & Marc Oliver Rieger & Hung Ling Chen, 2020. "Sign Matters: Stock Movement Based Trading Decisions of Private Investors," Working Paper Series 2020-01, University of Trier, Research Group Quantitative Finance and Risk Analysis.
  79. Cheng, Feiyang & Wang, Chunfeng & Chiao, Chaoshin & Yao, Shouyu & Fang, Zhenming, 2021. "Retail attention, retail trades, and stock price crash risk," Emerging Markets Review, Elsevier, vol. 49(C).
  80. Neszveda, Gábor & Vágó, Ákos, 2021. "A likviditásnyújtás kereskedési stratégiájának hozamvizsgálata a magyar részvénypiacon [Examining trade-strategy results of liquidity provision on the Hungarian stock market]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(7), pages 794-814.
  81. Melisa Ozdamar & Levent Akdeniz & Ahmet Sensoy, 2021. "Lottery-like preferences and the MAX effect in the cryptocurrency market," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-27, December.
  82. LIN, Fengjiao & QIU, Zhigang & ZHENG, Weinan, 2023. "Cranes among chickens: The general-attention‐grabbing effect of daily price limits in China's stock market," Journal of Banking & Finance, Elsevier, vol. 150(C).
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