Time Series Analysis
Learning Outcomes
On successful completion of this course students wll be able to: Calculate and interpret the fundamental concepts of time series; Applied the methods of time series to data set; Describe the methods of time series; Operate the methods of time series using R; Interpret the output of R.
Topics
- Introduction (Fundamental Concepts)
- Trends
- Model for Stationary Time Series
- Models for Nonstationary Time Series
- Model Specification
- Parameter Estimation
- Model Diagnostics
- Forecasting
- Seasonal Models
- Time Series Regression Models.
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