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Understanding Time Series Analysis by Anubhav Rana is a document available to read on EtoBox.
What is Understanding Time Series Analysis about?
A time series is a sequence of numerical values recorded at regular intervals, used to analyze trends and predict future values. Key objectives include identifying patterns and evaluating progress, while components consist of trend, cyclicality, seasonality, and irregularity. Smoothing methods such as moving averages, weighted moving averages, semi-averages, and exponential smoothing are employed to refine data for better forecasting.
- Author
- Anubhav Rana
- Language
- EN