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Objective Bayes Testing of Poisson versus Inflated Poisson Models M.J. Bacardi J.O. Berger G.S. Data University of Valencia Duke University and SA MSI University of Georgia Abstract The Poisson distribution
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Understand the concept of objective bayes testing and its purpose in statistical analysis.
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Define the prior distribution based on expert opinion or relevant historical data.
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Calculate the likelihood function using the observed data and the statistical model.
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Objective Bayes testing is a statistical method used in hypothesis testing.
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Objective Bayes testing is typically performed by statisticians or researchers who want to make objective inferences based on Bayesian principles.
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To fill out objective Bayes testing, one needs to specify prior beliefs, collect data, update the beliefs using Bayes' theorem, and perform hypothesis testing using the updated posterior probabilities.
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The purpose of objective Bayes testing is to provide a statistically rigorous way to test hypotheses and make inferences based on Bayesian principles.
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The specific information to be reported on objective Bayes testing may vary depending on the particular study or analysis, but typically it includes prior distributions, likelihood functions, posterior probabilities, and hypothesis test results.
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