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Time Series Analysis¶
Time series tools help you analyze data collected over time, identify trends, and make forecasts.
Trend Analysis¶
- Trend Analysis - Trend detection and analysis
Smoothing Methods¶
- Moving Average - Moving average smoothing
- Understanding Moving Average - Moving average concepts
- Single EWMA - Single exponential smoothing
- Double EWMA - Double exponential smoothing
- Understanding EWMA - EWMA concepts
Correlation Analysis¶
- Cross Correlation - Cross correlation analysis
- Autocorrelation - Autocorrelation function (ACF)
- Partial Autocorrelation - Partial autocorrelation function (PACF)
Model Evaluation¶
- Accuracy Measures - Forecast accuracy measures