Design of Machine Learning Model for Health Care Index during COVID- 19
- Title
- Design of Machine Learning Model for Health Care Index during COVID- 19
- Creator
- Gupta N.; Chuabey S.; Patni I.; Bhatnagar V.; Poonia R.C.
- Description
- Predicting stock prices and index movement in the field of finance is always challenging. The events in the macro-economic framework affect the trends of the market and the COVID-19 pandemic was a major reason for the slowdown of the global economies in the short run. It was assumed that the healthcare industry has completely been transformed due to changing behavioral habits of individuals. The study presents the time series approach with the help of historical prices on the Bombay Stock Exchanges (BSE) Health Care Index, both in the long and short run, using the ARIMA model. The period of the study is from February 1999 to August 2020. The ARIMA equations are used to forecast the future price movement of the Health Care Index till December 2020. The findings reveal that the market will continue with the same volatility, and investors should give due attention to analysis and logical reasoning rather than following their feeling of overconfidence. 2024 Taylor & Francis Group, LLC.
- Source
- Machine Intelligence: Computer Vision and Natural Language Processing, pp. 151-162.
- Date
- 2023-01-01
- Publisher
- CRC Press
- Coverage
- Gupta N., Department of Computer Applications, Manipal University, Rajasthan, Jaipur, India; Chuabey S., Department of Computer Applications, Manipal University, Rajasthan, Jaipur, India; Patni I., Department of Computer Applications, Manipal University, Rajasthan, Jaipur, India; Bhatnagar V., Department of Computer Applications, Manipal University, Rajasthan, Jaipur, India; Poonia R.C., Department of Computer Science, Christ University, Karnataka, Bangalore, India
- Rights
- Restricted Access
- Relation
- ISBN: 978-100096031-0; 978-103220199-3
- Format
- Online
- Language
- English
- Type
- Book chapter
Collection
Citation
Gupta N.; Chuabey S.; Patni I.; Bhatnagar V.; Poonia R.C., “Design of Machine Learning Model for Health Care Index during COVID- 19,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 24, 2025, https://archives.christuniversity.in/items/show/18404.