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Precise Stock Price Prediction for Optimized Portfolio Design Using an LSTM Model
Optimum portfolios are designed on the selected seven sectors.
Robust Portfolio Design and Stock Price Prediction Using an Optimized LSTM Model
Six months after the construction of the portfolios, i. e., on Jul 1, 2021, the actual returns and the LSTM-predicted returns for the portfolios are computed.
Portfolio Optimization on NIFTY Thematic Sector Stocks Using an LSTM Model
Optimum risk and eigen portfolios for each sector are designed based on ten critical stocks from the sector.
Hierarchical Risk Parity and Minimum Variance Portfolio Design on NIFTY 50 Stocks
Portfolio design and optimization have been always an area of research that has attracted a lot of attention from researchers from the finance domain.
Analysis of Sectoral Profitability of the Indian Stock Market Using an LSTM Regression Model
This paper presents an optimized predictive model built on long-and-short-term memory (LSTM) architecture for automatically extracting past stock prices from the web over a specified time interval and predicting their future prices for a specified forecast horizon, and forecasts the future stock prices.
