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Accuracy of Single- and Multi-Index Models in Stock Investment Portfolios: Study on LQ45 Shares after the Covid-19 Pandemic in Indonesia 股票投资组合中单指数和多指数模型的准确性——以印尼新冠肺炎疫情后LQ45股票为例
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.55463/hkjss.issn.1021-3619.61.64
This study discusses the problem of the accuracy of the single- and multi-index models to form a stock investment portfolio. This study aims to reveal information related to the accuracy of the single- and multi-index models to form an optimal stock investment portfolio after the COVID-19 pandemic in Indonesia. The results of the analysis can be used to choose which model is more accurate to form an optimal stock portfolio that can provide returns for investors. This research is devoted to determining the optimal stock portfolio using the single- and multi-index models. The data were collected from stocks included in the LQ45 list for February-July 2022 with 5980 observations consisting of 115 market returns, 1150 industrial sector returns, and 4715 individual stock returns. The analytical method used was regression analysis to predict the expected returns from single- and multi-index models, standard deviation of residuals, and Wilcoxon's differential signed-rank test. The results of the study show that stock investment portfolios based on daily data using the single index model approach and the multi-index model have their respective levels of accuracy with an accuracy rate of 95% (alpha 5%). The main finding is that the multi-index model proved to be more accurate than the single-index model, where the standard deviations of the multi- and single-index models were 0.0215 and 0.0280, respectively. Keywords: individual stock returns, market returns, multi-index model, single-index model, Wilcoxon’s signed-rank test. DOI: https://doi.org/10.55463/hkjss.issn.1021-3619.61.64
本文讨论了单指数模型和多指数模型构建股票投资组合的准确性问题。本研究旨在揭示单指数和多指数模型的准确性相关信息,以形成印度尼西亚COVID-19大流行后最优股票投资组合。分析的结果可以用来选择哪种模型更准确,以形成最优的股票投资组合,为投资者提供回报。本文主要研究如何利用单指数和多指数模型确定最优股票投资组合。数据收集自LQ45列表中包含的股票,时间为2022年2月至7月,共有5980个观测值,包括115个市场回报、1150个行业回报和4715个个股回报。分析方法采用回归分析、残差标准差、Wilcoxon差分符号秩检验预测单指标和多指标模型的预期收益。研究结果表明,采用单指数模型方法和多指数模型对基于日常数据的股票投资组合进行预测,准确率均达到95% (alpha为5%)。主要发现是多指标模型比单指标模型更准确,其中多指标模型和单指标模型的标准差分别为0.0215和0.0280。关键词:个股收益,市场收益,多指数模型,单指数模型,Wilcoxon sign -rank检验DOI: https://doi.org/10.55463/hkjss.issn.1021-3619.61.64
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引用次数: 0
Influence of Narcissism on Gen Z’s Life Satisfaction 自恋对Z世代生活满意度的影响
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.55463/hkjss.issn.1021-3619.61.65
Narcissism is a common form of self-importance. Individuals appreciate a high degree of life satisfaction if their life circumstances agree with their own standards. This study was conducted to understand the factors affecting the life satisfaction of Gen Z individuals through narcissism, self-esteem, and symptoms of social network addiction. The research model and hypotheses were tested using the PLS-SEM technique with SmartPLS 4. The dataset was collected in 2023 with 306 respondents. The results show that narcissism has an indirect impact on the life satisfaction of Gen Z individuals through self-esteem and social media addiction. More specifically, the symptoms of social media addiction had a negative impact on Gen Z’s life satisfaction. Based on the analysis results, this study proposes several options to improve the satisfaction of Gen Z and Gen Z management implications. Keywords: narcissism, social media addiction, self-esteem, life satisfaction, Gen Z. DOI: https://doi.org/10.55463/hkjss.issn.1021-3619.61.65
自恋是自我重视的一种常见形式。如果他们的生活环境符合他们自己的标准,个人就会欣赏高度的生活满意度。本研究旨在通过自恋、自尊和社交网络成瘾症状来了解影响Z世代个体生活满意度的因素。利用PLS-SEM技术和SmartPLS 4对研究模型和假设进行了检验。该数据集于2023年收集,共有306名受访者。结果表明,自恋通过自尊和社交媒体成瘾间接影响Z世代个体的生活满意度。更具体地说,社交媒体成瘾的症状对Z世代的生活满意度产生了负面影响。在分析结果的基础上,本研究提出了提高Z世代满意度的几个选项以及Z世代管理的启示。关键词:自恋,社交媒体成瘾,自尊,生活满意度,z世代DOI: https://doi.org/10.55463/hkjss.issn.1021-3619.61.65
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引用次数: 0
Influence of Behavioural Finance, Customer Satisfaction, and Service Quality on Bank-Switching Behavior 行为金融、客户满意度和服务质量对银行转换行为的影响
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.55463/hkjss.issn.1021-3619.60.21
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引用次数: 0
Determinant Factors in Decision-Making for Women Leaders 女性领导者决策中的决定因素
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.55463/hkjss.issn.1021-3619.60.35
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引用次数: 0
Liberal Feminism Propaganda and Social and Political Implications in Indonesia 印尼的自由主义女权主义宣传及其社会政治影响
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.55463/hkjss.issn.1021-3619.61.26
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引用次数: 0
E-Learning Platforms Analysis – Modern Review 电子学习平台分析-现代评论
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.55463/hkjss.issn.1021-3619.60.89
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引用次数: 0
The Role of Company Assets and Leadership Style in the Sustainable Business Performance of the Digital Creative Companies in Java 公司资产和领导风格在Java数字创意公司可持续经营绩效中的作用
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.55463/hkjss.issn.1021-3619.60.16
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引用次数: 0
Understanding the Role of Admiration in Marketing 理解赞赏在市场营销中的作用
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.55463/hkjss.issn.1021-3619.60.58
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引用次数: 0
The Relevance of Capability Approach to Evaluate Living Standard: A Systematic Review 评价生活水平的能力相关性方法:系统回顾
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.55463/hkjss.issn.1021-3619.60.65
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引用次数: 0
Movement of Urban Vacant Land Use as an Effort in Keeping the Food Security in Surakarta during the Pandemic 在大流行期间,城市空地利用的流动是维护泗水粮食安全的努力
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.55463/hkjss.issn.1021-3619.60.71
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引用次数: 0
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Hong Kong journal of Social Sciences
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