Insights

Joseph Piotroski's F-score strategy, based on evaluating 9 financial conditions, helps investors gain insights into a company's profitability, safety, and growth potential. This article uses TQuant Lab to construct the F-score strategy, helping investors gain deeper insights into the investment benefits that the F-score can offer.

Since 2020, Taiwan’s passive components industry has faced challenges due to intensified competition between the US and China, the impact of the COVID-19 pandemic, and the Russo-Ukrainian war. However, despite these difficulties, both YAGEO (2327.TW) and Walsin Technology (2492.TW) have strategically leveraged different types of mergers and acquisitions to enhance their products, technologies, markets, and customer base. As a result, their revenues and scale have continued to grow. Additionally, with the rise of applications like electric vehicles, 5G/6G internet, and AI-driven products, Taiwanese manufacturers are seizing opportunities across various domains.

This article will utilize the Stock Exchange's provided 7 financial information indicators and explore their correlation with stock price counter-indicators using the TEJ API.

Over the past two decades, trend-following has been a successful trading strategy used by many fund managers, professional traders, and global macro hedge funds to profit in global futures markets. Recently, the application of trend following strategies to stocks has gained significant attention, with a surge in published research and articles. Increasingly, literature suggests that the trend effects observed in futures markets can similarly apply to stock markets.

Bonds are a vital part of any effective investment portfolio, providing stable cash flow. Despite their generally secure returns, bonds come with risks, primarily default and credit risks. Even sovereign bonds can face bankruptcy risks, making it crucial to assess these risks before investing. Understanding these risks helps investors make informed decisions and manage their portfolios effectively.

As America continues to maintain a high-interest rate, the borrowing cost for companies still remains at a peak. However, compared to other bonds, bonds related to ESG enjoy a lower yield, but seldom do we see small or startup companies issue green bonds. This is because issuing green bonds requires the funds only to be used on certain ESG projects, which is normally not the primary goal for small and startup companies. Hence, a new type of bond, Sustainability-Linked Bonds, is created. In this article, we will briefly introduce the concept and principle of Sustainability-Linked Bonds.

As the name suggests, high dividends refer to companies distributing higher profits to investors in the form of cash dividends. There is no specific definition of how much dividend constitutes a high dividend. This article will utilize TQuant Lab to conduct a backtesting performance analysis of buying and holding High Dividend ETF.

The insider transfer strategy was constructed by adding the RSI indicator to the timing of insider transfers, aiming to explore whether following insiders into the market in a constantly rising stock market has good timing capabilities. The performance of insider transfer strategy is also backtested in this article.

This time, the Williams %R strategy was used for backtesting. The Williams indicator is also called the Williams index, wmsr, or W%R. Its English name is The Williams Percent Range. It was created by the famous American trader Larry Williams in 1973. It is a standard indicator in technical analysis. One. The KD line and other indicators commonly used by investors to judge overbought or oversold are developed based on the William indicator.