Definition:Autocorrelation Function
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Definition
Let $S$ be a stochastic process giving rise to a time series $T$.
Let $\rho_k$ denote the autocorrelation coefficient of $S$ at $k$.
The function that maps $k$ to its corresponding $\rho_k$ is referred to as the autocorrelation function.
Also see
- Results about autocorrelation can be found here.
Sources
- 1994: George E.P. Box, Gwilym M. Jenkins and Gregory C. Reinsel: Time Series Analysis: Forecasting and Control (3rd ed.) ... (previous) ... (next):
- Part $\text {I}$: Stochastic Models and their Forecasting:
- $2$: Autocorrelation Function and Spectrum of Stationary Processes:
- $2.1$ Autocorrelation Properties of Stationary Models:
- $2.1.4$ Autocovariance and Autocorrelation Functions
- $2.1$ Autocorrelation Properties of Stationary Models:
- $2$: Autocorrelation Function and Spectrum of Stationary Processes:
- Part $\text {I}$: Stochastic Models and their Forecasting: