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How related and inter changeable are these two ? I am a beginner student of time series.. As far as I understand, AR is a model, while autocorrelation is a phenomenon. Is that correct ?
Yes that is correct auto-correlation is a sequence of correlations taken at fixed intervals. If the auto-correlation decays while the partial correlation (conditional correlation ) cuts off after k values the model will be an AR model of order k.
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