Bayesian Data Analysis

Setting up and interpreting mixture models

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Bayesian Data Analysis

Density estimation and regression

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Bayesian Data Analysis

Functional data analysis

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Bayesian Data Analysis

Latent Gaussian process models

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Bayesian Data Analysis

Example: birthdays and birthdates

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Bayesian Data Analysis

Gaussian process regression

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Bayesian Data Analysis

Non-normal models and regression surfaces

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Bayesian Data Analysis

Basis selection and shrinkage of coefficients

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Bayesian Data Analysis

Splines and weighted sums of basis functions

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Bayesian Data Analysis

Example: population toxicokinetics

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