Bayesian Inference in Statistical Analysis¶
Box, G. E. P., & Tiao, G. C. (1973). Bayesian Inference in Statistical Analysis. Addison-Wesley.
Cited by¶
1 citation across 1 artifact.
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Primes¶
- Distributional Assumption
- Across all domains, the same trade-off appears: assume structure to enable tractable inference, at the cost of model misspecification, as Box and Tiao (1973) traced explicitly across their unified Bayesian treatment of statistical models.
This sourceUnified Bayesian treatment across modeling domains (regression, ANOVA, time series, multivariate): systematizes the recurring tractability-versus-misspecification trade-off underlying every distributional commitment.
- Across all domains, the same trade-off appears: assume structure to enable tractable inference, at the cost of model misspecification, as Box and Tiao (1973) traced explicitly across their unified Bayesian treatment of statistical models.
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