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Robust Portfolio Design and Stock Price Prediction Using an Optimized LSTM Model. (arXiv:2204.01850v1 [q-fin.PM])
April 6, 2022, 1:11 a.m. | Jaydip Sen, Saikat Mondal, Gourab Nath
cs.LG updates on arXiv.org arxiv.org
Accurate prediction of future prices of stocks is a difficult task to
perform. Even more challenging is to design an optimized portfolio with weights
allocated to the stocks in a way that optimizes its return and the risk. This
paper presents a systematic approach towards building two types of portfolios,
optimum risk, and eigen, for four critical economic sectors of India. The
prices of the stocks are extracted from the web from Jan 1, 2016, to Dec 31,
2020. Sector-wise …
More from arxiv.org / cs.LG updates on arXiv.org
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