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Add ARSTAN chronology (re-reddening, pooled autocorrelation) after residual chronology is built #41

@kanchukaitis

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@kanchukaitis

The ARSTAN chronology is created by applying an autoregressive model to the residual chronology to 're-redden' it, based on a calculation of a common, pooled autoregressive component in the tree-ring data. The spectrum of this chronology falls somewhere between the residual and standard chronologies in terms of low frequency power, typically, but often closer to the standard chronology.

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