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Bayesian Networks in Educational Assessment

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Cover of 'Bayesian Networks in Educational Assessment'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 An Introduction to Evidence-Centered Design
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    Chapter 3 Bayesian Probability and Statistics: a Review
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    Chapter 4 Basic Graph Theory and Graphical Models
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    Chapter 5 Efficient Calculations
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    Chapter 6 Some Example Networks
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    Chapter 7 Explanation and Test Construction
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    Chapter 8 Parameters for Bayesian Network Models
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    Chapter 9 Learning in Models with Fixed Structure
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    Chapter 10 Critiquing and Learning Model Structure
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    Chapter 11 An Illustrative Example
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    Chapter 12 The Conceptual Assessment Framework
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    Chapter 13 The Evidence Accumulation Process
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    Chapter 14 Biomass: An Assessment of Science Standards
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    Chapter 15 The Biomass Measurement Model
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    Chapter 16 The Future of Bayesian Networks in Educational Assessment
Attention for Chapter 2: An Introduction to Evidence-Centered Design
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