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On October 10, 2025,
(AMGN) closed with a 1.79% decline, while its trading volume surged 89.91% to $0.77 billion, ranking 172nd in market activity. The stock's performance drew attention amid mixed signals from its therapeutic pipeline and regulatory updates. Analysts noted that the sharp volume spike suggested heightened investor activity, though the price drop indicated potential profit-taking or caution following recent developments.Recent regulatory filings revealed Amgen's submission of a new biologics license application for its experimental oncology drug, which could expand its market share in the hematologic malignancies segment. However, the company faced scrutiny over its pricing strategy in key markets, with analysts highlighting potential headwinds from upcoming Medicare reimbursement reforms. The mixed outlook contributed to a volatile trading session, as investors balanced near-term earnings expectations against long-term growth prospects.
Portfolio managers observed that the stock's technical indicators showed weakening momentum, with the RSI approaching overbought territory and a narrowing volume differential. This prompted some traders to hedge positions ahead of the company's upcoming quarterly earnings release. Meanwhile, short-term traders capitalized on intraday volatility, leveraging the stock's liquidity profile to execute rapid in-and-out trades.
To run this back-test rigorously I need to pin down a few practical details: Universe - Which market / exchange should be scanned each day to pick the “top-500-by-volume” stocks? Price used to enter / exit - Typical convention is: Rank stocks on day t using that day’s close-volume. Enter at next day’s open (t + 1) and exit at that same day’s close. Transaction costs - Should we apply any commission or slippage assumptions? If not specified, I’ll run the test with zero explicit costs. Benchmark for comparison (optional) - E.g. SPY or an equal-weighted universe index. Once I have these details I can generate the trading signals, run the back-test, and return a performance report.

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