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STAT 5034 - Inference Fundamentals with Applications to Categorical Data

• Fundamental ideas of statistical estimation and testing, principles and methods for standard one-sample settings, applications to categorical data problems, probability distributions, means, variances, point and interval estimation.
• hypothesis testing including exact and large-sample tests, goodness-of-fit, categorical data analysis, log-linear models, simple logistic regression.