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non stationarity
How to Detect Non-Stationarity?
Detecting non-stationarity involves statistical techniques such as:
1.
Visual Inspection
: Plotting the time series data can provide initial insights into trends and seasonal patterns.
2.
Statistical Tests
: Tests like the
Augmented Dickey-Fuller (ADF) test
and the
Kwiatkowski-Phillips-Schmidt-Shin (KPSS) test
help determine the presence of non-stationarity.
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