Analysis of the Fluctuation of Bank Interest Rate Based on Computer Statistical Model and Machine Learning

In order to improve the effect of bank interest rate volatility analysis, this article combines actual conditions and machine learning algorithms to construct a fluctuation analysis model of bank interest rate based on computer statistical model and machine learning. For the data with system transfo...

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Autor principal:	Jiangning Cao
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Technology (General) T1-995
Acceso en línea:	https://doaj.org/article/c6d296ea6a6241b49a9e56a754f4f2aa
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spelling	oai:doaj.org-article:c6d296ea6a6241b49a9e56a754f4f2aa2021-11-29T00:56:59ZAnalysis of the Fluctuation of Bank Interest Rate Based on Computer Statistical Model and Machine Learning1687-726810.1155/2021/4214413https://doaj.org/article/c6d296ea6a6241b49a9e56a754f4f2aa2021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/4214413https://doaj.org/toc/1687-7268In order to improve the effect of bank interest rate volatility analysis, this article combines actual conditions and machine learning algorithms to construct a fluctuation analysis model of bank interest rate based on computer statistical model and machine learning. For the data with system transformation, the data contains stationary and nonstationary processes; so, the power of the standard unit root test is low. This paper therefore proposes a new unit root test method. From demand analysis, system design to system implementation, and testing, advanced software engineering-related ideas are adopted, and the bank’s interest rate management system is designed and implemented in strict accordance with software development-related processes. This paper adopts the modular design idea, classifies the functions to be realized according to their content, and conducts structural verification and performance analysis of the functional modules. Through experimental analysis, we can see that the system model constructed in this paper has certain effects in the analysis of interest rate fluctuations.Jiangning CaoHindawi LimitedarticleTechnology (General)T1-995ENJournal of Sensors, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Technology (General) T1-995
spellingShingle	Technology (General) T1-995 Jiangning Cao Analysis of the Fluctuation of Bank Interest Rate Based on Computer Statistical Model and Machine Learning
description	In order to improve the effect of bank interest rate volatility analysis, this article combines actual conditions and machine learning algorithms to construct a fluctuation analysis model of bank interest rate based on computer statistical model and machine learning. For the data with system transformation, the data contains stationary and nonstationary processes; so, the power of the standard unit root test is low. This paper therefore proposes a new unit root test method. From demand analysis, system design to system implementation, and testing, advanced software engineering-related ideas are adopted, and the bank’s interest rate management system is designed and implemented in strict accordance with software development-related processes. This paper adopts the modular design idea, classifies the functions to be realized according to their content, and conducts structural verification and performance analysis of the functional modules. Through experimental analysis, we can see that the system model constructed in this paper has certain effects in the analysis of interest rate fluctuations.
format	article
author	Jiangning Cao
author_facet	Jiangning Cao
author_sort	Jiangning Cao
title	Analysis of the Fluctuation of Bank Interest Rate Based on Computer Statistical Model and Machine Learning
title_short	Analysis of the Fluctuation of Bank Interest Rate Based on Computer Statistical Model and Machine Learning
title_full	Analysis of the Fluctuation of Bank Interest Rate Based on Computer Statistical Model and Machine Learning
title_fullStr	Analysis of the Fluctuation of Bank Interest Rate Based on Computer Statistical Model and Machine Learning
title_full_unstemmed	Analysis of the Fluctuation of Bank Interest Rate Based on Computer Statistical Model and Machine Learning
title_sort	analysis of the fluctuation of bank interest rate based on computer statistical model and machine learning
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/c6d296ea6a6241b49a9e56a754f4f2aa
work_keys_str_mv	AT jiangningcao analysisofthefluctuationofbankinterestratebasedoncomputerstatisticalmodelandmachinelearning
_version_	1718407672629297152

Analysis of the Fluctuation of Bank Interest Rate Based on Computer Statistical Model and Machine Learning

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