| Issue |
SHS Web Conf.
Volume 163, 2023
2023 8th International Conference on Social Sciences and Economic Development (ICSSED 2023)
|
|
|---|---|---|
| Article Number | 01002 | |
| Number of page(s) | 6 | |
| Section | Economic Trade and Financial Investment Analysis | |
| DOI | https://doi.org/10.1051/shsconf/202316301002 | |
| Published online | 28 April 2023 | |
Investor Sentiment Measurement and Time Series Analysis
School of Finance, Shanghai University of International Business and Economics, Shanghai, 201100, China
Investor sentiment is one of the destabilizing factors in the stock market. In the past, some scholars have proposed models for the measurement of emotions. On this basis, this paper selects 9 factors (closed-end fund discount rate, trading volume of the previous month, market turnover rate of the previous month, number of IPOs, first-day yield of IPOs, number of new investors opened accounts in the last month, Consumers Confidence index, Advance/Decline Line, Business Index of Macro-economic), and constructs the investor sentiment index through principal component analysis. Through statistical analysis of the index, it is found that it satisfies the conditions of a stationary time series, and a related formula is put forward. At the same time, the relationship between index and stock market is discussed.
© The Authors, published by EDP Sciences, 2023
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0 (https://creativecommons.org/licenses/by/4.0/).
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