Study on regression analysis and prediction of time-series data streams using sliding windows
Ying Ma · Journal of Natural Science of Heilongjiang University · 2006
The study on data streams is one of the hot topics among the database circle all over the world recently. The regression analysis of data streams is a necessary and significant task. The authors investigate methods for regression analysis and prediction of time-series data streams. Firstly, a technology of building linear regression model of time-series data streams and the predicting applications of the linear regression model are investigated, Then a technology for aggregating the multiple linear regression equation of time-series data streams. Finally, the results show the methods can effectively come into being regression analysis model of time-series data streams, and fulfill the prediction of future data streams.