In the context of time series analysis, the Kwiatkowski-Phillips-Schmidt-Shin (KPSS) test is primarily used to test for:
1
The presence of a unit root in the time series data
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The stationarity of the time series around a deterministic trend
3
The autocorrelation in the residuals of a regression model
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The heteroscedasticity in the error terms of a regression model
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