Bayesian full information analysis of simultaneous equation models using integration by Monte Carlo (Q1068503)

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scientific article; zbMATH DE number 3932264
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Bayesian full information analysis of simultaneous equation models using integration by Monte Carlo
scientific article; zbMATH DE number 3932264

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    Bayesian full information analysis of simultaneous equation models using integration by Monte Carlo (English)
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    1984
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    In the first chapter the linear simultaneous equations model and its likelihood function are presented. The second chapter describes Bayesian inference with an extended natural-conjugate prior density. Analytical and numerical integration methods are discussed. Chapter III considers a selection of importance functions and Chapter IV reports some numerical experiments. Appendices contain technical details, graphical results and a description of the computer programme.
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    integration by Monte Carlo
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    linear simultaneous equations model
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    likelihood function
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    extended natural-conjugate prior
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    selection of importance functions
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    numerical experiments
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    graphical results
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    computer programme
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