Status | 已发表Published |
Title | GDP analysis and comparison in coastal cities based on time series analysis |
Creator | |
Date Issued | 2019-12 |
Source Publication | Journal of Coastal Research
![]() |
ISSN | 0749-0208 |
Volume | 98Issue: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. |
Keyword | ARIMA model Granger causality test Time series analysis |
DOI | 10.2112/SI98-091.1 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Environmental Sciences & Ecology ; Physical Geography ; Geology |
WOS Subject | Environmental Sciences ; Geography, Physical ; Geosciences, Multidisciplinary |
WOS ID | WOS:000505953800091 |
Scopus ID | 2-s2.0-85077369388 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/6221 |
Collection | Faculty of Science and Technology |
Corresponding Author | Shuai, Yuxin |
Affiliation | Beijing Normal University,Hong Kong Baptist University United International College,Zhuhai,519087,China |
First Author Affilication | Beijing Normal-Hong Kong Baptist University |
Corresponding Author Affilication | Beijing 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. |
Files in This Item: | There are no files associated with this item. |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment