Introduction to Bayesian Data Analysis for Cognitive Science (Chapman & Hall/Crc Statistics in the Social and Behavioral Sciences)

ISBN-10: 0367359332
ISBN-13: 978-0367359331
Edition: 1st
Publisher: Chapman &amp; Hall

Name: Introduction to Bayesian Data Analysis for Cognitive Science (Chapman &amp; Hall/Crc Statistics in the Social and Behavioral Sciences)
SKU: 9780367359331
Availability: InStock

SKU: 9780367359331

Original price was: ₹6,900.81.Current price is: ₹5,520.65.

Unlock the power of Bayesian data analysis for cognitive science with this essential guide. Perfect for students and researchers in linguistics, psychology, and computer science, this book offers a practical introduction to Bayesian cognitive modeling, focusing on experimental data. Leveraging the R package brms and the probabilistic programming language Stan, it requires only familiarity with R and basic pre-calculus. You’ll master foundational concepts like probability theory and Bayes’ rule, progressing to regression frameworks, hierarchical modeling, and advanced topics such as prior selection, model comparison, and specific cognitive models like multinomial processing trees and accumulator models. Develop your skills to apply sophisticated Bayesian methods in your own research and gain a deep understanding of statistical inference.

5 in stock

Category: Higher Education Textbooks Tag: Bruno Nicenboim