Insights
In-depth research and data-driven insights on quantitative finance, factor investing, risk, and ESG from the TEJ research team.
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Fundamental Factor Research: Monthly Revenue Information – part1
The Taiwan equity market possesses a rare institutional advantage globally: under the Securities and Exchange Act, listed companies are required to announce and report their operational results for the preceding month by the 10th of each month (Exception: starting from FY2026, insurance companies and entities with insurance subsidiaries may extend their disclosure deadline to the 15th of each month). This is commonly referred to in the market as "Monthly Revenue".
Factor Research – Tracking Smart Money Footprints via Foreign Institutional Concentration – QFII Part 1
Track QFII ‘smart money’ footprints in Taiwan large-cap stocks! Learn how the Foreign-Institutional Trading Concentration (conc_qfii) factor predicts returns.
Empirical Research on Behavioral Factors in the Taiwan Stock Market: A Case Study of the Share Distribution
In an AI-driven Taiwan stock market, mastering chip distribution (ownership structure) is the key to profitability. This study delves into the Share Distribution data from the TDCC, transforming 15 tiers of shareholding data into behavioral finance factors such as investor attention, opinion dispersion, and retail speculation. By utilizing Fama–MacBeth two-stage regression and the alphalens-tej quantitative tool, we precisely validate the predictive power of psychological biases on stock returns, providing investors with actionable Alpha strategies and robust risk management solutions.
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Industry Insights
Taiwan’s Satellite Communication Industry: An Insightful Overview
Satellite communication, offering broader coverage, is seen as a complementary communication method.
Quant Data Science
TQuant Lab RSI Moving Average Strategy – Identifying Reversals in Oversold Conditions
Creating a convergence strategy with the RSI moving average strategy. The RSI is an oscillating technical indicator representing the comparative strength between buyers and sellers in the market.
Quant Data Science
TQuant Lab Loss Aversion Strategy — Average True Range
The Average True Range (ATR) is designed to assess the extent of price fluctuations within a specific period. ATR is commonly utilized as a tool in technical analysis, assisting traders to determine entry points, exit points, and stop-loss levels for loss aversion purpose.
Quant Data Science
Is There an Election Market Trend ? Research on Presidential Elections Using TEJ API
During the election period, the internet is full of election-related news; some even make relevant expectations on the stock market, affecting investor’s sentiment. However, does the so-called “election market trend” really exist? In this article, we will conduct a quantitative analysis on Taiwan stock index in previous presidential elections using TEJ API.
Market Knowledge & Data Guides
Mastering the Dynamics of Financial Data Sourcing: A Strategic Guide
Unlock business success with accurate and comprehensive financial data – the lifeblood of strategic decisions and market understanding. Master the art of financial data sourcing for successful analysis. Navigate the dynamic market with astute judgment to ensure relevant insights for effective financial modeling.
Industry Insights
What are AT1 bonds? The Risks Behind its High Yield
In 2023 bank collapsed, with UBS’s acquisition causing Credit Suisse’s AT1 bond cancellation. As investors, do we know the intricacies of AT1 bonds and savvy strategies to navigate their potential risks?
Quant Research
Stagnant Panel Price, AUO and Innolux Improve Product Portfolio to Navigate Challenges!
Amid the dim prospects of the panel industry and stagnant panel prices, how are Taiwan’s panel industry leaders, AUO and Innolux, navigating the challenges by enhancing their product portfolios?
Market Knowledge & Data Guides
ESG Bond Introduction II
The previous article mentioned the basic types of ESG bonds, and we believe you have a basic understanding of these types of bonds. Next, we will introduce specific types of ESG bonds, and briefly introduce you to a few representative countries that are currently promoting sustainable finance policies and ESG bond market development.
Market Knowledge & Data Guides
What are ESG Bonds? Understanding This Key Player in Sustainable Finance
ESG bonds are issued in the same way as regular bonds, but the difference lies in the use of the funds, which is the most important reason to differentiate ESG bonds from regular bonds.
Industry Insights
BenQ-AUO Group (2352. TW): Form Joint Task Force for a Voyage into New Oceans!
In 2014, CiHong Chen presented the blueprint for the Joint Task Force, aiming to expand the BenQ-AUO group’s scale and enhance resource integration. After several years, has this Joint Task Force successfully realized synergies?
Industry Insights
Transformation and Turmoil in the Gaming Industry’s Business Landscape!
The gaming industry has been actively investing in R&D to cater to gamers. However, the industry’s turmoil has led to significant changes in the ownership of gaming companies…
Industry Insights
CDF Holding (2883. TW)& Chailease (5871. TW): Who Emerges Victorious in the Gu Family’s Business Race?
Have the CTBC, KGI, and Chailease groups successfully carried forward the glorious tradition of the Gu family’s financial empire? What achievements have the Gu family’s group enterprises secured individually?