Time series analysis is a branch of statistics dealing with data represented as time series. Time series analysis includes almost all classes of statistical approaches and problems: data description, hypothesis testing, parameter estimation, regression, etc.
The practical importance of time series analysis stems from the fact that time series data – economic, social, sport, physical, etc. – are quite common.