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Provides an accessible approach to Bayesian data analysis, as material is explained clearly with concrete examples. The book begins with the basics, including essential concepts of probability and random sampling, and gradually progresses to advanced hierarchical modeling methods for realistic data.

Mathematical statistics --- Bayesian statistical decision theory. --- R (Computer program language) --- GNU-S (Computer program language) --- Domain-specific programming languages --- Bayes' solution --- Bayesian analysis --- Statistical decision --- Bayesian statistical decision theory --- Estadística bayesiana --- R (Lenguaje de programación) --- GNU-S (Lenguaje de programación) --- Lenguajes de programación --- Análisis bayesiano --- Bayes, Solución de --- Bayes, Teorema de --- Decisión bayesiana, Teoría de la --- Inferencia bayesiana --- Solución de Bayes --- Teorema de Bayes --- Teoría de la decisión estadística bayesiana --- Toma de decisiones (Estadística bayesiana) --- Toma de decisiones --- Estadística bayesiana.