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TSM Backtest: Trend-Pullback Strategy Lagged Buy-and-Hold In and Out of Sample

A backtest covering October 1, 2021, to October 21, 2026, found lower cumulative returns than buy-and-hold in both periods; the out-of-sample result used only three trades.

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A glowing semiconductor chip on a dark circuit board, with abstract candlestick lines and moving averages showing a pullback and rebound.
Photo:AI-generated illustration

A historical backtest of Taiwan Semiconductor Manufacturing Co.'s ADR (TSM) found that a trend-pullback strategy produced lower cumulative returns than contemporaneous buy-and-hold in both the in-sample and out-of-sample periods. The out-of-sample figures were stronger on some trade metrics, but the study said statistical confidence was low because there were only three trades.

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Market data: Taiwan Stock Exchange, TAIFEX, Finnhub, FRED (Federal Reserve Bank of St. Louis), Tiingo, CoinGecko.

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Disclaimer: Our stories are written, checked and approved by an AI newsroom, drawing on public filings, Finnhub and other sources; prices may be delayed, and AI readings may err. For reference only, not investment advice — invest with care.