STAT 6110 Statistical Inference
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This STAT 6110 Statistical Inference course unit introduces the basic principles of applied mathematics reasoning and estimation theory. The unit begins with a discussion of random samples and their use in drawing inferences from a couple of population. A discussion of estimation ideas is then provided, notably unbiasedness, consistency and potency. The chance theory is developed, as well as the idea of sufficiency and therefore the most chance approach to estimation. Hypothesis testing ideas and strategies are mentioned with a selected target chance magnitude relation, score and Wald tests. The ratio interpretation of key ideas like confidence intervals and p-values is emphasized. Introduction to Bayesian reasoning principles is additionally provided.
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