Determining a Piecewise Linear Trend of a Nonstationary Time Series Based on Intelligent Data Analysis. I. Description and Substantiation of the Method
摘要
The authors propose considering the trend of a non-stationary time series as a linear regression with unknown switching points. The method of evaluating the switching points based on intelligent data analysis using statistical criteria is described and substantiated.