Exploratory data analysis (EDA) and Bayesian inference (or, more generally, complex statistical modeling)-which are generally considered as unrelated statistical paradigms-can be particularly ...

Bayesian analysis offers a robust framework for deciphering the intricate dynamics of time series data. By treating unknown parameters as random variables, this approach incorporates prior ...

Journal of the Royal Statistical Society. Series A (Statistics in Society), Vol. 169, No. 1 (2006), pp. 97-114 (18 pages) The paper investigates a Bayesian hierarchical model for the analysis of ...