STOR 555 Lecture Notes Review and Background Some Key Continuous Distributions Decision Theory Distribution Families Sufficiency and Data Reduction Minima and Maxima Conditional Expectations and Variances Point Estimation Percentiles Hypothesis Testing Confidence Intervals and Sets Convex Functions and Jensen’s Inequality Means, Variances, and the Law of Large Numbers Order Statistics Hoeffding’s Inequality James Stein Shrinkage Estimates of Normal Means
