Vasilya Sultanova, Hassan Mounir El-Sady, H. Hamdy
{"title":"盈余经济中羊群行为的实证研究:来自马斯喀特股票市场的证据","authors":"Vasilya Sultanova, Hassan Mounir El-Sady, H. Hamdy","doi":"10.11648/j.ijefm.20231102.11","DOIUrl":null,"url":null,"abstract":": This study investigates herd behaviour in the surplus economy of the Sultanate of Oman under Bear and Bull market conditions. The first aim of the study is to determine if the investors at Muscat Stock Market (MSM) exhibit herd behavior or not. The second aim of the study is to compare the different stochastic time-series models commonly used to test and forecast herd behavior. Finally, the study aims to determine whether herd behavior in the MSM is predominantly risk-driven as measured by Cross-Sectional Standard Deviation (CSSD) or return-driven as measured by Cross-Sectional Absolute Deviation (CSAD) of stock returns from the overall market return. Our analyses are based on daily Muscat Stock Market’s (MSM) index returns for the period starting 1st of January 2010 and ending 31 st of December 2019, the pre Covide-19 pandemic. Our findings disclose: (1) that MSM exhibits herd behavior, (2) that there are statistically significant among the different stochastic time-series models used to test and forecast herd behavior in MSM, where ARIMA (1,0,0) model exhibits the highest predictive power of herd behavior in MSM (3), that MSM’s herd behavior is driven more by CSSD than CSAD in the bearish and bullish market conditions.","PeriodicalId":258703,"journal":{"name":"International Journal of Economics, Finance and Management Sciences","volume":"256 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An Empirical Investigation of Herd Behaviour in Surplus Economy: Evidences from Muscat Stock Market\",\"authors\":\"Vasilya Sultanova, Hassan Mounir El-Sady, H. Hamdy\",\"doi\":\"10.11648/j.ijefm.20231102.11\",\"DOIUrl\":null,\"url\":null,\"abstract\":\": This study investigates herd behaviour in the surplus economy of the Sultanate of Oman under Bear and Bull market conditions. The first aim of the study is to determine if the investors at Muscat Stock Market (MSM) exhibit herd behavior or not. The second aim of the study is to compare the different stochastic time-series models commonly used to test and forecast herd behavior. Finally, the study aims to determine whether herd behavior in the MSM is predominantly risk-driven as measured by Cross-Sectional Standard Deviation (CSSD) or return-driven as measured by Cross-Sectional Absolute Deviation (CSAD) of stock returns from the overall market return. Our analyses are based on daily Muscat Stock Market’s (MSM) index returns for the period starting 1st of January 2010 and ending 31 st of December 2019, the pre Covide-19 pandemic. Our findings disclose: (1) that MSM exhibits herd behavior, (2) that there are statistically significant among the different stochastic time-series models used to test and forecast herd behavior in MSM, where ARIMA (1,0,0) model exhibits the highest predictive power of herd behavior in MSM (3), that MSM’s herd behavior is driven more by CSSD than CSAD in the bearish and bullish market conditions.\",\"PeriodicalId\":258703,\"journal\":{\"name\":\"International Journal of Economics, Finance and Management Sciences\",\"volume\":\"256 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Economics, Finance and Management Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.11648/j.ijefm.20231102.11\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Economics, Finance and Management Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.11648/j.ijefm.20231102.11","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
本文研究了在熊市和牛市条件下阿曼苏丹国盈余经济中的羊群行为。研究的第一个目的是确定马斯喀特股票市场(MSM)的投资者是否表现出羊群行为。本研究的第二个目的是比较不同的随机时间序列模型通常用于测试和预测群体行为。最后,本研究旨在确定MSM群体中的羊群行为主要是由横截面标准差(Cross-Sectional Standard Deviation, CSSD)衡量的风险驱动还是由股票收益与整体市场收益的横截面绝对偏差(Cross-Sectional Absolute Deviation, CSAD)衡量的收益驱动。我们的分析基于2010年1月1日至2019年12月31日期间(2019冠状病毒病大流行之前)马斯喀特股票市场(MSM)指数的每日回报。研究结果表明:(1)男男性行为表现为羊群行为;(2)用于检验和预测男男性群体羊群行为的不同随机时间序列模型具有统计学显著性,其中ARIMA(1,0,0)模型对男男性群体羊群行为的预测能力最高;(3)在看跌和看涨市场条件下,男男性群体的羊群行为受CSSD的驱动大于CSAD。
An Empirical Investigation of Herd Behaviour in Surplus Economy: Evidences from Muscat Stock Market
: This study investigates herd behaviour in the surplus economy of the Sultanate of Oman under Bear and Bull market conditions. The first aim of the study is to determine if the investors at Muscat Stock Market (MSM) exhibit herd behavior or not. The second aim of the study is to compare the different stochastic time-series models commonly used to test and forecast herd behavior. Finally, the study aims to determine whether herd behavior in the MSM is predominantly risk-driven as measured by Cross-Sectional Standard Deviation (CSSD) or return-driven as measured by Cross-Sectional Absolute Deviation (CSAD) of stock returns from the overall market return. Our analyses are based on daily Muscat Stock Market’s (MSM) index returns for the period starting 1st of January 2010 and ending 31 st of December 2019, the pre Covide-19 pandemic. Our findings disclose: (1) that MSM exhibits herd behavior, (2) that there are statistically significant among the different stochastic time-series models used to test and forecast herd behavior in MSM, where ARIMA (1,0,0) model exhibits the highest predictive power of herd behavior in MSM (3), that MSM’s herd behavior is driven more by CSSD than CSAD in the bearish and bullish market conditions.