Taiwan Semiconductor Manufacturing Company Ltd. (NYSE:TSM)

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Taiwan Semiconductor Manufacturer Co is the world's largest dedicated integrated circuit foundry. As a foundry, the Company manufactures ICs for its customers based on their proprietary IC designs using its advanced production processes. TSMC's goal is to establish itself as one of the world's leading semiconductor companies by building upon the strengths thathave made it the leading IC foundry in the world....

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Here we provide our AYA proprietary alpha stock signals for all premium members on our AYA fintech network platform. Specifically, a high Fama-French multi-factor dynamic conditional alpha suggests that the stock is likely to consistently outperform the broader stock market benchmarks such as S&P 500, Dow Jones, Nasdaq, Russell 3000, MSCI USA, and MSCI World etc. Since March 2023, our proprietary alpha stock signals retain U.S. Patent and Trademark Office (USPTO) fintech patent protection, approval, and accreditation for 20 years. Our homepage and blog articles provide more details on this proprietary alpha stock market investment model with robust long-term historical backtest evidence.

Sharpe-Lintner-Black CAPM alpha (Premium Members Only) Fama-French (1993) 3-factor alpha (Premium Members Only) Fama-French-Carhart 4-factor alpha (Premium Members Only) Fama-French (2015) 5-factor alpha (Premium Members Only) Fama-French-Carhart 6-factor alpha (Premium Members Only) Dynamic conditional 6-factor alpha (Premium Members Only) Last update: Saturday 25 July 2026

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The U.S. stock market delivers a hefty long-term average return of 11% per annum.

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