Template:Bayesian statistics and Template:Bayesian statistics/sandbox: Difference between pages
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| name = Bayesian statistics |
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| title = [[Bayesian statistics]] |
| title = [[Bayesian statistics]] |
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| pretitle = Part of a series on |
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| image = [[File:Bayes icon.svg|80px]] |
| image = [[File:Bayes icon.svg|80px]] |
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| class = hlist |
| class = hlist |
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| heading1 = |
| heading1 = Theory |
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| content1 = |
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| content1 = [[Posterior probability|Posterior]] = [[Likelihood function|Likelihood]] × [[Prior probability|Prior]] ÷ [[Marginal likelihood|Evidence]] |
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| content2 = * [[Bayesian inference]] |
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* [[Bayesian probability]] |
* [[Bayesian probability]] |
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* [[Probability interpretations]] |
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* [[Bayes' theorem]] |
* [[Bayes' theorem]] |
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* [[Bayes' rule]] |
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* [[Coherence (philosophical gambling strategy)|Coherence]] |
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* [[ |
* [[Bayesian inference]] |
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* [[ |
* [[Bayesian network]] |
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* [[Prior probability|Prior]] |
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* [[Likelihood function|Likelihood]] |
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* [[Conjugate prior]] |
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* [[Posterior predictive distribution|Posterior predictive]] |
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* [[Hyperparameter]] |
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* [[Hyperprior]] |
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* [[Principle of indifference]] |
* [[Principle of indifference]] |
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* [[Principle of maximum entropy]] |
* [[Principle of maximum entropy]] |
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* [[Cromwell's rule]] |
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* [[Bayesian information criterion]] |
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* [[Credible interval]] |
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| heading3 = Model building |
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| content2 = |
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| content3 = * [[Uninformative prior|Weak prior]] ... [[Strong prior]] |
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* [[ |
* [[Bayesian linear regression]] |
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* [[Bayesian |
* [[Bayesian estimator]] |
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* [[Bayesian hierarchical modeling|Hierarchical model]] |
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| heading4 = Posterior approximation |
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| content4 = |
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* [[Markov chain Monte Carlo]] |
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* [[Laplace's approximation]] |
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* [[Integrated nested Laplace approximations]] |
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* [[Variational Bayesian methods|Variational inference]] |
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* [[Approximate Bayesian computation]] |
* [[Approximate Bayesian computation]] |
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| heading3 = Uses |
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| content3 = |
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| content5 = * [[Bayesian estimator]] |
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* [[ |
* [[Bayesian spam filtering]] |
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* [[Binary classification]] |
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* [[Naive Bayes classifier]] |
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| heading6 = Evidence approximation |
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| content6 = * [[Evidence lower bound]] |
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* [[Nested sampling algorithm|Nested sampling]] |
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| heading7 = Model evaluation |
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* [[Bayesian model averaging|Model averaging]] |
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| below = |
| below = |
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}} |
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* {{Portal-inline|Mathematics}} |
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}}<noinclude> |
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