Statistical Theory for Data Analysis

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Graduate Standing or Permission of InstructorProvides an introduction to the theoretical basis of fundamental statistical methods for graduate students in the applied sciences. Probability and probability distributions, moments and moment generating functions, and transformation of random variables. Sampling distributions; estimation based on maximum likelihood, and properties of estimators. Development of inference. Use of simulation to verify and extend theoretical results. Graduation Restrict→STAT 5147→unlocks 17 courses

17 mapped courses list STAT 5147 as a prerequisite. See on the map →

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