@ARTICLE{26543120_26547295_2003, author = {Grigory Kantorovich}, keywords = {, time series modeling, types of time series, analysis, economic modeling, building models of economic systemsparameter estimation}, title = {

Time Series Analysis

}, journal = {HSE Economic Journal }, year = {2003}, volume = {7}, number = {1}, pages = {79-103}, url = {https://ej.hse.ru/en/2003-7-1/26547295.html}, publisher = {}, abstract = {The publication of the time series Analysis course ends. In this issue we consider the construction of economic models with non - stationary regressors, the concept of co - integration and its relationship with the VAR-representation of a multidimensional process, testing the presence of co-integration dependence, evaluation of the model parameters in the presence of co-integration. The models with clustered volatility, which are widely used in the analysis of financial time series, are considered separately.}, annote = {The publication of the time series Analysis course ends. In this issue we consider the construction of economic models with non - stationary regressors, the concept of co - integration and its relationship with the VAR-representation of a multidimensional process, testing the presence of co-integration dependence, evaluation of the model parameters in the presence of co-integration. The models with clustered volatility, which are widely used in the analysis of financial time series, are considered separately.} }