Tools for statistical inference. Methods for the exploration of posterior distributions and likelihood functions. (Q5894760)
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scientific article; zbMATH DE number 458721
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Tools for statistical inference. Methods for the exploration of posterior distributions and likelihood functions. |
scientific article; zbMATH DE number 458721 |
Statements
Tools for statistical inference. Methods for the exploration of posterior distributions and likelihood functions. (English)
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21 November 1993
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observed data methods
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data augmentation methods
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censored regression data
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random randomized response
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latent class analysis
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hierarchical models
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likelihood function
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posterior density
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maximum likelihood method
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normal based inference
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highest posterior density region
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significance level
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approximations
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numerical integration
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Laplace expansions
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Monte Carlo
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composition
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importance sampling
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predictive distribution
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EM algorithm
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Gibbs sampler
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latent data
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normal approximation
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Poor Man's data augmentation algorithm
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non-normal approximation
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iterative algorithms
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SIR algorithm
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Metropolis algorithm
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convergence of Markov chain algorithms
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