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时间序列分析的历史发展

聂淑媛

广西民族大学学报:自然科学版2012,Vol.18Issue(1):24-28,5.
广西民族大学学报:自然科学版2012,Vol.18Issue(1):24-28,5.

时间序列分析的历史发展

The Historical Development of Time Series Analysis

聂淑媛1

作者信息

  • 1. 西北大学数学与科学史研究中心,陕西西安710127
  • 折叠

摘要

Abstract

The paper tells the development process of time series analysis.The early natural sciences mainly applied simple descriptive analysis;The basic notions,such as difference、index numbers and moving averages etc.pushed the development of statistics time series analysis;The periodogram method,which was based on Fourier series,was the key content in the frequency domain analysis;The time domain analysis method has experienced a long process,which began from AR(2),AR(4) model to AR(s) model,combining with MA(h) model,formed ARMA(s,h) model,ARIMA model and at last turned up ARCH,the class of ARCH model.

关键词

时间序列分析/周期图方法/AR模型/平稳线性自回归

Key words

time series analysis/periodogram method/AR model/stationary linear autoregression

分类

自科综合

引用本文复制引用

聂淑媛..时间序列分析的历史发展[J].广西民族大学学报:自然科学版,2012,18(1):24-28,5.

基金项目

国家自然科学基金资助项目 ()

广西民族大学学报:自然科学版

1673-8462

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