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Applied Bayesian Data Analysis

Event Details

Applied Bayesian Data Analysis

Time: November 14, 2014 at 9am to November 15, 2014 at 5pm
Location: Temple University Center City
Street: 1515 Market Street
City/Town: Philadelphia
Website or Map: http://www.statisticalhorizon…
Phone: 610-642-1941
Event Type: training, seminar
Organized By: Statistical Horizons LLC
Latest Activity: Jun 10, 2014

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Event Description

Bayesian modeling is a principled and powerful approach for the analysis of data. This seminar will develop sophisticated tools for probability modeling and data analysis from the Bayesian perspective.  We will examine Bayesian inference and prediction for simple parametric models, regression models, hierarchical models and mixture models that span a wide variety of applied data settings.  In each of these areas, we will compare and contrast the Bayesian and classical viewpoints for data analysis. We will develop a wide range of methods for model implementation, including optimization algorithms and Markov chain Monte Carlo simulation techniques. We will also examine strategies for model evaluation and validation.

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