Download Bayesian Cognitive Modeling: A Practical Course

Contents
iv
5.3
5.4
5.5
5.6
The Kappa Coefficient of Agreement
Change Detection in Time Series Data
Censored Data
Population Size
6 Latent Mixtures
6.1 Exam Scores
6.2 Exam Scores With Individual Differences
6.3 Twenty Questions
6.4 The Two Country Quiz
6.5 Latent Group Assessment of Malingering
6.6 Individual Differences in Malingering
6.7 Alzheimer’s Recall Test Cheating
Part III Answers
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Preface
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2 Answers: Bayesian Basics
2.1 Answers: General Principles
2.2 Answers: Prediction
2.3 Answers: Sequential Updating
2.4 Answers: Markov Chain Monte Carlo
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3 Answers: Inferences With Binomials
3.1 Answers: Inferring a Rate
3.2 Answers: Difference Between Two Rates
3.3 Answers: Inferring a Common Rate
3.4 Answers: Prior and Posterior Prediction
3.5 Answers: Posterior Prediction
3.6 Answers: Joint Distributions
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4 Answers: Inferences With Gaussians
4.1 Answers: Inferring Means and Standard Deviations
4.2 Answers: The Seven Scientists
4.3 Answers: Repeated Measurement of IQ
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5 Answers: Basic Data Analysis
5.1 Answers: Pearson Correlation
5.2 Answers: Pearson Correlation With Uncertainty
5.3 Answers: The Kappa Coefficient of Agreement
5.4 Answers: Change Detection in Time Series Data
5.5 Answers: Censored Data
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