This course mainly focuses on time series analysis with applications and R programming. This course deals with time series with applications. Fundamental concepts of time series such as trends, stationarity, ARMA and ARIMA processes, model building (including parameter estimation, order determination and diagnostic checking), forecasting and seasonal models, ARCH and GARCH models will be covered. The use of related statistical packages in R will be demonstrated.
Time Series Analysis and Its Applications
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