Autoregressive

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A stochastic process used in statistical calculations in which future values are estimated based on a weighted sum of past values. An autoregressive process.

An autoregressive model is when a value from a time series is regressed on previous values from that same time series. for example, y_{t} on y_{t-1}:.

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Time series Introduction Simple time series models ARIMA Validating a model Spectral Analysis Wavelets Digital Signal Processing (DSP) Modeling volatility: GARCH.