The White Noise Model – Time Series Analysis, Regression, and Forecasting

The White Noise Model – Time Series Analysis, Regression, and Forecasting

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The white noise model can be used to represent the nature of noise in a data set. For time series data, auto-correlation plots and the Ljung-Box test are two ways to test for white noise.

Example of time series (TS). (a) Gaussian white noise (strictly

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