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Sep 27, 2024
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MTH 424 - Probability Theory and Mathematical Statistics II 1 semester, 3 Credits
An introduction to probability theory and mathematical statistics. Includes a discussion of various probability distributions and their moments, limit theorems, classical and Bayesian inference and estimation, regression, correlation, and non-parametric methods. An introduction to mathematical statistics. Main topics are point and confidence interval estimation of population parameters, hypothesis testing, analysis of variance, linear models, and estimation by least squares. In addition, some nonparametric methods are introduced. Prerequisite: MTH 423.
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