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Bayesian Data Analysis for the Behavioral and Neural Sciences : Non-Calculus Fundamentals

By: Todd E. Hudson (Author)

Ksh 9,000.00
Format :

Format(s): DRM PDF

ISBN-13: 9781108880046

Publisher: Cambridge University Press

Imprint: Cambridge University Press

Publication Date: July 21st, 2021

Country of Publication: US

Language: English

Physical Edition EAN: 9781108835565

Category: Data analysis: general , Research methods: general , Social research & statistics , Psychological methodology , Probability & statistics

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  • Author Bio

This textbook bypasses the need for advanced mathematics by providing in-text computer code, allowing students to explore Bayesian data analysis without the calculus background normally considered a prerequisite for this material. Now, students can use the best methods without needing advanced mathematical techniques. This approach goes beyond "e;frequentist"e; concepts of p-values and null hypothesis testing, using the full power of modern probability theory to solve real-world problems. The book offers a fully self-contained course, which demonstrates analysis techniques throughout with worked examples crafted specifically for students in the behavioral and neural sciences. The book presents two general algorithms that help students solve the measurement and model selection (also called "e;hypothesis testing"e;) problems most frequently encountered in real-world applications.

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