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“hf5601”

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JOURNAL Umuminternational2026

Macroeconomic risk, asymmetric volatility and long-memory dynamics in Indian equity markets: Implications for financial project and risk management

Arshi Firdous; Sarbapriya Ray · DOAJ Open Access Articles

This study tries to assess whether aggregated domestic and global macro-financial conditions can assist to explicate daily equity-market returns and volatility in India and considers the implications for financial risk and project-related decision making. Daily BSE and NSE index returns are analysed for January 2000–March 2024 using principal component analy…

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JOURNAL Umuminternational2026

Multivariate random forest-based stock trading signal classification for the Indian equity market

Somnath Hase; Vikas Humbe · DOAJ Open Access Articles

Stock markets and stocks have been around for centuries. For investors, forecasting changes in the price of stocks has long been an aim. Using computer tools for information systems can lead to better and more accurate results. Machine learning uses machines to mimic human thinking and habits. This helps in making predictions and decisions based on data. Tod…

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