CPI Prediction Based on ARIMA Model

被引：0
|
作者：
Zhang, Xiao [1 ]
机构：
[1] Shanghai Univ, Inst Econ, Shanghai, Peoples R China
来源：
PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, INFORMATION AND COMPUTER SCIENCE (ICEMC 2017) | 2017年 / 73卷
关键词：
CPI prediction; ARIMA model;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In recent years, with the increasing attention of CPI, the academic research results on CPI prediction model emerge in endlessly. So far, the forecasting model about CPI in China mainly focus on the following aspects: time series forecasting model and VAR forecasting model, grey prediction model, regression forecast model and exponential smoothing model, neural network. This paper mainly uses the monthly CPI data from January 2008 to December 2016, and describes the internal driving mechanism of CPI based on the ARIMA model, and predicts CPI on this basis.
引用
收藏
页码：135 / 138
页数：4
相关论文
共 50 条
  • [1] A Novel Divide-and-Conquer Model for CPI Prediction Using ARIMA, Gray Model and BPNN
    Du, Yudie
    Cai, Yue
    Chen, Mingxin
    Xu, Wei
    Yuan, Hui
    Li, Tao
    2ND INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, ITQM 2014, 2014, 31 : 842 - 851
  • [2] PREDICTION OF SOCIAL MEDIA BASED ON ARIMA AND ANN MODEL
    Priyadarshini, E.
    Manjula, T.
    Deepika, Krishnareddy
    Bandi, Anuhya
    IIOAB JOURNAL, 2020, 11 (02) : 20 - 25
  • [3] ARIMA Model-Based Fire Rescue Prediction
    Zhang, Xinchen
    Zhou, Qincheng
    Weng, Shijie
    Zhang, Hui
    SCIENTIFIC PROGRAMMING, 2021, 2021
  • [4] Stock price prediction based on ARIMA - SVM model
    Mei, Wenjuan
    Xu, Pan
    Liu, Ruochen
    Liu, Jun
    2018 INTERNATIONAL CONFERENCE ON BIG DATA AND ARTIFICIAL INTELLIGENCE (ICBDAI 2018), 2019, : 49 - 55
  • [5] Wear Prediction of Metro Wheels Based on the ARIMA Model
    Wang, Ling
    Zhao, Wenjie
    Xu, Hong
    Chen, Changjun
    Chen, Xiai
    Na, Wenbo
    2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 2743 - 2747
  • [6] The Current Situation and Prediction of Urbanization in China Based on ARIMA Model
    Zhou, Yue
    PROCEEDINGS OF THE 2018 4TH INTERNATIONAL CONFERENCE ON HUMANITIES AND SOCIAL SCIENCE RESEARCH (ICHSSR 2018), 2018, 213 : 69 - 76
  • [7] Prediction and Analysis of O3 Based on the ARIMA Model
    FENG Dengchao
    LIANG Lishui
    LI Chunjiao
    Instrumentation, 2017, 4 (02) : 44 - 52
  • [8] A Method of Road Traffic Flow Prediction Based on ARIMA Model
    Lin Jianhui
    Su Yang
    Shi Zhenhao
    AEIT 2012: 2012 2ND INTERNATIONAL CONFERENCE ON AEROSPACE ENGINEERING AND INFORMATION TECHNOLOGY, VOL 2, 2012, : 95 - 100
  • [9] A dam deformation prediction model based on ARIMA-LSTM
    Xu, Guoyan
    Jing, Zixu
    Mao, Yingchi
    Su, Xinyue
    2020 IEEE SIXTH INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING SERVICE AND APPLICATIONS (BIGDATASERVICE 2020), 2020, : 206 - 212
  • [10] Traffic flow prediction based on hybrid ARIMA and ANN model
    Tan, Man-Chun
    Feng, Luo-Bin
    Xu, Jian-Min
    Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2007, 20 (04): : 118 - 121
12345