STAT 4520/5520

Syllabus STAT 4520-5520

This is an attempt. Things may change as we go.

  1. Point Estimation

    1. Unbiased Estimators
    2. Efficiency
    3. Consistency
    4. Sufficiency
    5. Method of Moments
    6. Principles of maximum likelihood
  2. Interval Estimation

    1. Estimation of Means
    2. Estimation of Differences Between Means
    3. Estimation of Proportions
    4. Estimation of Variances
  3. Hypothesis Testing

  4. Linear Models

    1. Linear Regression
    2. Method of Least Squares
    3. Normal Regression Analysis
    4. Multiple Linear Regression

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