First-order autoregressive logistic processes

Author:

Sim C. H.

Abstract

We propose an AR(1) model that can be used to generate logistic processes. The proposed model has simple probability and correlation structure that can accommodate the full range of attainable correlation. The correlation structure and the joint distribution of the proposed model are given, as well as their conditional mean and variance.

Publisher

Cambridge University Press (CUP)

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

Reference4 articles.

1. Autoregressive logistic processes

2. A first-order AR model for non-Gaussian time series;Rao;Proc. IEEE Int. Conf. on ASSP.,1988

3. SOME SIMPLE MODELS FOR CONTINUOUS VARIATE TIME SERIES

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