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MIT Press Bayesian Models of Perception and Action Textbook

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Description

Explore the mathematical foundations of how the human mind processes uncertain information with Bayesian Models of Perception and Action: An Introduction. Published by MIT Press, this textbook offers an accessible way to learn how perceptual decision-making and action can be modeled through probabilistic inference. By treating the mind like a data scientist or crime scene investigator, this book explains how humans draw conclusions from noisy and ambiguous data. It provides a practical approach to constructing and reasoning with probabilistic models, making complex concepts in psychology and cognitive science easier to understand for students and researchers alike.

Key Features

This MIT Press textbook provides an accessible introduction to constructing and interpreting Bayesian models.

Learn how to model perceptual decision-making and action through the lens of probabilistic inference.

Understand how the human mind processes noisy and ambiguous data using methods similar to a data scientist.

The text focuses on practical methods for reasoning with probabilistic models in various cognitive contexts.

This ABIS BOOK serves as a foundational resource for studying how conclusions are drawn from uncertain evidence.

Product Specifications

Colour
Tan
Format
hardcover
Domain
Amazon UK
Release Date
08 August 2023
Listed Since
05 October 2022

Barcode

No barcode data available

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