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Status已发表Published
TitleGDP analysis and comparison in coastal cities based on time series analysis
Creator
Date Issued2019-12
Source PublicationJournal of Coastal Research
ISSN0749-0208
Volume98Issue:sp1Pages:402-406
Abstract

Gross domestic product (GDP) is an index to measure the comprehensive strength of a region. It is one of the most important economic indicators, which makes it worthy of further studies and research. As economic development areas and the only places in mainland China that have a stock exchange, the economic growth of the coastal cities Shenzhen and Shanghai is experiencing many opportunities and challenges. Because Shanghai and Shenzhen have the only two stock exchanges in mainland China, the economic behavior in those cities could somehow represent the economic behavior of China. The comparison and analysis of GDP data in Shenzhen and Shanghai is meaningful. GDP data from 1979 to 2018 in the two cities was collected from the National Bureau of Statistics of China. According to the Granger causality test, the GDP data of two cities cannot provide statistically significant information for each other. The autoregressive integrated moving average (ARIMA)(2,2,3) model was constructed for the GDP data of Shenzhen and ARIMA(1,2,3) for the GDP data of Shanghai. The logarithm of the GDP data series becomes stationary. The model fits the GDP data series well, and the predicted GDP growth of Shenzhen is slightly greater than for Shanghai.

KeywordARIMA model Granger causality test Time series analysis
DOI10.2112/SI98-091.1
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaEnvironmental Sciences & Ecology ; Physical Geography ; Geology
WOS SubjectEnvironmental Sciences ; Geography, Physical ; Geosciences, Multidisciplinary
WOS IDWOS:000505953800091
Scopus ID2-s2.0-85077369388
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/6221
CollectionFaculty of Science and Technology
Corresponding AuthorShuai, Yuxin
Affiliation
Beijing Normal University,Hong Kong Baptist University United International College,Zhuhai,519087,China
First Author AffilicationBeijing Normal-Hong Kong Baptist University
Corresponding Author AffilicationBeijing Normal-Hong Kong Baptist University
Recommended Citation
GB/T 7714
Shuai, Yuxin,Zhou, Sherry Zhefang. GDP analysis and comparison in coastal cities based on time series analysis[J]. Journal of Coastal Research, 2019, 98(sp1): 402-406.
APA Shuai, Yuxin, & Zhou, Sherry Zhefang. (2019). GDP analysis and comparison in coastal cities based on time series analysis. Journal of Coastal Research, 98(sp1), 402-406.
MLA Shuai, Yuxin,et al."GDP analysis and comparison in coastal cities based on time series analysis". Journal of Coastal Research 98.sp1(2019): 402-406.
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