1062-Introduction to Mathematical Statistics-22044

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Course Period：2018-02-01 ~ 2018-06-30

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