Please use this identifier to cite or link to this item:
http://hdl.handle.net/10603/459959
Title: | Nonlinear dynamics and advanced machine learning for inspecting temporal pattern and predictive analytics of financial and market variables |
Researcher: | Ghosh, Indranil |
Guide(s): | Sanyal, Manas K |
Keywords: | Engineering Engineering and Technology Engineering Industrial |
University: | University of Kalyani |
Completed Date: | 2019 |
Abstract: | newline Global financial markets manifested through stock indexes reflect true characteristics newlineof economic health, financial conditions, household finance, political conditions, etc. of newlinenations. It is extremely important to comprehend the temporal dynamics of stock markets to newlineintrospect the state of financial health to strategize the augmentation of economic growth, GDP, newlineetc. Stock markets have been observed to be highly sensitive to external turbulence, geo- newlinepolitical uncertainty, disasters, etc. Therefore, the temporal dynamics of said assets often newlineexhibit a high degree of volatility and chaotic traits. The presence of significant nonlinearity, newlinenonparametric, and non-stationary has been found as well. Thus, conventional econometric newlinemodels may not capture the inherent pattern of said variables correctly always. |
Pagination: | 181 |
URI: | http://hdl.handle.net/10603/459959 |
Appears in Departments: | Department of Business Administration |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
01_title.pdf | Attached File | 266.6 kB | Adobe PDF | View/Open |
02_declaration.pdf | 830.65 kB | Adobe PDF | View/Open | |
03_certificate.pdf | 918.6 kB | Adobe PDF | View/Open | |
04_abstract.pdf | 271.82 kB | Adobe PDF | View/Open | |
05_acknowledgement & preface.pdf | 248.92 kB | Adobe PDF | View/Open | |
06_content.pdf | 409.05 kB | Adobe PDF | View/Open | |
07_list of graph and table.pdf | 867.79 kB | Adobe PDF | View/Open | |
08_chapter 1.pdf | 390.01 kB | Adobe PDF | View/Open | |
09_chapter 2.pdf | 411.35 kB | Adobe PDF | View/Open | |
10_chapter 3.pdf | 2.88 MB | Adobe PDF | View/Open | |
11_chapter 4.pdf | 8.02 MB | Adobe PDF | View/Open | |
12_chapter 5.pdf | 5.31 MB | Adobe PDF | View/Open | |
13_chapter 6.pdf | 3.34 MB | Adobe PDF | View/Open | |
14_chapter 7.pdf | 3.61 MB | Adobe PDF | View/Open | |
16_bibliography.pdf | 501.31 kB | Adobe PDF | View/Open | |
80_recommendation.pdf | 396.23 kB | Adobe PDF | View/Open |
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