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Correlation Network Analysis in the Stock Exchange of Thailand (SET)

2021 6th International Conference on Machine Learning Technologies, 2021
This paper presents stock relationships of the top hundred stocks represented by market capitalization in Thailand's Stock Exchange. We collected asset returns of stock prices between July 2018 and June 2020 to construct a network. We then decomposed the collected data into time series components.
Nuttapol Thitaweera, Sukree Sinthupinyo
openaire   +3 more sources

A Transformer Model for Stock Price Manipulation Detection in the Stock Exchange of Thailand

2022 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2022
Machine learning is effective in detecting stock manipulation because it can extract key characteristics from wide variety of manipulation tactics. However, to keep up with sophisticated manipulators who constantly alter their strategies to avoid getting
Phakhawat Chullamonthon, Poj Tangamchit
openaire   +2 more sources

Predict the stock exchange of Thailand - Set

The 4th Joint International Conference on Information and Communication Technology, Electronic and Electrical Engineering (JICTEE), 2014
This paper proposes an investment in the stock exchange of Thailand (SET) using ARIMA model and support vector machine. Today, the investors are interesting to invest the stock market because it provides for higher profits than ones from deposit banking.
Adisorn Leelasantitham
exaly   +2 more sources

Soft computing in the forecasting of the stock exchange of Thailand (SET)

2008 4th IEEE International Conference on Management of Innovation and Technology, 2008
Stock markets are affected by many uncertainties and interrelated economic and political factors at both local and global levels; determining the set of relevant factors for making accurate predictions is a complicated task. This paper analyzes relevant literature on the Stock Exchange of Thailand (SET), according to the categories of techniques used ...
S. Chaigusin   +2 more
exaly   +2 more sources

Portfolio Optimization and Rebalancing with Transaction Cost: A Case Study in the Stock Exchange of Thailand

2022 17th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP), 2022
Portfolio optimization is one of the most intriguing topics in the field of finance. The purpose is to maximize return while minimizing risk. In this paper, we investigate the experimental performance of the classical Markowitz portfolio optimization ...
Apichat Chaweewanchon, Rujira Chaysiri
semanticscholar   +1 more source

The Impact of Inflation on Stock Returnsin Stock Exchange of Thailand

2023
This paper aims to determine the impacts of expected and unexpected inflation on stock returns in Stock Exchange of Thailand. Moreover, this is the first paper that studies the impact consensus forecast inflation rate on stock return in Thailand.   To investigate these findings, we decided to look into the period between June 2004 - December 2019
openaire   +1 more source

Information asymmetry in warrants and their underlying stocks on the stock exchange of Thailand

Journal of Empirical Finance, 2011
Abstract This paper examines the informational role of warrants based on the unique order data from the Stock Exchange of Thailand, where both warrants and stocks are traded under the same market structure and where warrants are as liquid as stocks.
Visaltanachoti, N.   +2 more
openaire   +2 more sources

Impact of Environmental, Social and Governance (ESG) Performance on Firm Performance in Thailand Stock Exchange: Interaction Effect of Managerial Efficiency

ABAC Journal
This study aims to use stakeholder-agency theory to investigate the relationship between environmental, social, and governance (ESG) performance and firm performance (measured by ROA and Tobin’s Q) in the Stock Exchange of Thailand (SET), with a ...
Penprapak Manapteechadeelert   +2 more
semanticscholar   +1 more source

IPOs’ signalling effects for speculative stock detection: evidence from the Stock Exchange of Thailand

Applied Economics, 2016
ABSTRACTUsing a unique data set from the Thai stock market about the so-called, ‘Turnover List (TOL)’ of speculative stocks spanning the period 2004–2012, we investigate and provide new evidence on the relationship between IPOs’ pricing effects and subsequent classification as speculative investments.
Kulabutr Komenkul   +2 more
openaire   +1 more source

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