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A comparative evaluation of machine learning models for stock price prediction and uncertainity estimation

Nengovhela, Vhukhudo2026

… methods were used: Bootstrap Residuals, Quantile Regression Forests (QRF), and Conformalised Quantile Regression (CQR). The analysis used one-minute stock price data from Microsoft Corporation (MSFT) as a developed market example and Standard Bank Group (SBK.JO) as an emerging market …

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