Bayesian Data Analysis by Gelman Professor (3 results)

Condition: Excellent (See the picture. Just a small bump on the left-down corner of the back cover. Not important). "Bayesian Data Analysis, Third Edition" is the leading graduate textbook on applied Bayesian inference and statistical modeling, offering an accessible and practical approach to real-world data analysis problems. This comprehensive reference covers fundamental concepts like prior and posterior distributions and hierarchical models, and then progresses to advanced computational methods including Hamiltonian Monte Carlo (HMC) using Stan and Markov Chain Monte Carlo (MCMC) simulation. This edition features expanded content on nonparametric Bayesian modeling techniques such as Gaussian processes and Dirichlet process mixtures, along with updated discussions on Bayesian model checking and comparison using cross-validation and predictive information criteria. It's an essential resource for statistics students and researchers seeking to perform modern applied Bayesian statistics with up-to-date software code.

Condition: New.

Condition: New. In.