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

Hudson, Todd E.

 
9781108835565: Bayesian Data Analysis for the Behavioral and Neural Sciences: Non-Calculus Fundamentals
Couverture rigide
ISBN 10 : 1108835562 ISBN 13 : 9781108835565
Editeur : Cambridge University Press, 2021

Synopsis

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 “frequentist” 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 “hypothesis testing”) problems most frequently encountered in real-world applications.

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À propos de l?auteur

Todd E. Hudson is a professor of rehabilitation medicine at New York University's Grossman School of Medicine, holding cross-appointments in neurology, and also in the Department of Biomedical Engineering at the New York University Tandon School of Engineering. Dr Hudson has taught statistics, perception and sensory processes, experimental design, and/or advanced topics in neurobiology and behavior at several major universities, including Brandeis University and Columbia University. He co-founded, and serves as Chief Scientific Advisor to, Tactile Navigation Tools, LLC, which develops navigation aids for the visually impaired.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Cambridge University Press
Date d'édition
2021
Langue
anglais
ISBN 10 
1108835562
ISBN 13 
9781108835565
Reliure
Relié
Nombre de pages
2
Coordonnées du fabricant
non disponible
Personne responsable
Avery
https://www.avery.fr/

chemin des peupliers 27
Dardilly
France

Autres éditions populaires du même titre

9781108812900: Bayesian Data Analysis for the Behavioral and Neural Sciences

Edition présentée

ISBN 10 :  1108812902 ISBN 13 :  9781108812900
Editeur : Cambridge University Press, 2021
Couverture souple