1082-Introduction to Mathematical Statistics-22062

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Course Period：2020-02-01 ~ 2020-07-31

• 0 Theorems Related to Chi-square and Normal Distributions
• 0 Theorems Related to the t Distribution
• 1 Statistical Inferences for Variance
• 2 Table for the Chi-square distribution
• 3 The F Distribution
• 4 Table for the F distribution
• 5 Statistical Inferences for the Ratio of Variances
• 6 Statistical Hypothesis Tests
• 7 Best Critical Regions & Most Powerful Tests
• 8 Order Statistics
• 9 Transformation (Univariate)
• 10 Transformation (Multivariate)
• 11 Maximum Likelihood Estimation
• 12 Information Inequality
• 13 Sufficient Statistics
• 14 Uniformly Minimum Variance Unbiased Estimate (UMVUE)