## On Conditional and Intrinsic Autoregressions (1995)

Citations: | 76 - 6 self |

### BibTeX

@MISC{Besag95onconditional,

author = {Julian Besag and Charles Kooperberg},

title = {On Conditional and Intrinsic Autoregressions},

year = {1995}

}

### Years of Citing Articles

### OpenURL

### Abstract

This paper discusses standard and intrinsic autoregressions and describes how the problems that arise can be alleviated using Dempster's (1972) algorithm or an appropriate modification. The approach partly represents a synthesis of standard geostatistical and Gaussian Markov random field formulations. Some non-spatial applications are also mentioned. Some key words: Agricultural experiments; Bayesian image analysis; Conditional autoregressions; Dempster's algorithm; Geographical epidemiology; Geostatistics; Intrinsic autoregressions; Multi-way tables; Prior distributions; Spatial statistics; Surface reconstruction; Texture analysis. 1 Introduction