AR(1) Process: Mean, Variance, Autocovariance and Autocorrelation function.

Full derivation of Mean, Variance, Autocovariance and Autocorrelation function of an Autoregressive Process of order 1 (AR(1)). We firstly derive the MA infinity respresentation of a stationary AR(1). Usng this we can then derive the relevant properties.