Bayesian model-building by pure thought: Some principles and examples

Statistica Sinica

Volumn 6, Issue 1, 1996, Pages 215-232

  Gelman, Andrew ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

ARMA; Bayesian statistics; Conditional autoregression; Image; Scaling; Sieve; Spatial smoothing; Spatial statistics; Time series

Indexed keywords

EID: 21344459637     PISSN: 10170405     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (7)

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3. Besag, J. (1980). On the statistical analysis of dirty pictures (with discussion). J. Roy. Statist. Soc. Ser.B 48, 259-302.
4. Besag, J. (1991). Rejoinder to discussion of "Bayesian image restoration, with two applications in spatial statistics," by Besag, York and Mollie. Ann. Inst. Statist. Math. 43, 45-59.
5. Besag, J., York, J. and Mollie, A. (1991). Bayesian image restoration, with two applications in spatial statistics (with discussion). Ann. Inst. Statist. Math. 43, 1-59.
6. Wahba, G. (1978). Improper priors, spline smoothing, and the problem of guarding against model errors in regression. J. Roy. Statist. Soc. Ser.B 40, 364-372.
7. Whittle, P. (1962). Topographic correlation, power-law covariance functions, and diffusion. Biometrika 49, 305-314.