Jul 17, 2024  
2024-2025 University Catalog 
    
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2024-2025 University Catalog
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STAT 41700 - Statistical Theory

Credit Hours: 3.00.  An introduction to the mathematical theory of statistical inference, emphasizing inference for standard parametric families of distributions. Properties of estimators. Maximum likelihood estimation. Sufficient statistics. Hypothesis tests and confidence intervals. Distribution theory for common statistics based on normal distributions, including linear regression. Bayesian Statistics include posterior inference, posterior mean, maximum a-posteriori estimator, credible intervals, and Bayesian hypothesis testing. Credits: 3.00


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