STAT 5302-5303 Lecture List - Trindade

Notes may be modified a little just before they are covered in class, and slightly again after class if typos are found.

    STAT 5302

  1. Unit 1
    1. Introduction (ppt, 30/30). [Book Chapters 1-2]
    2. Graphics and Basic Statistics (ppt, 35/35). [Book Chapter 3]
    3. Probability (ppt, 22/22). [Book Sections 4.1-4.4]
    4. Random Variables and Distributions (ppt, 35/35). [Book Sections 4.6-4.10]
    5. Sampling Distributions (ppt, 13/13). [Book Sections 4.11-4.12]

  2. Unit 2
    1. One Sample Mean Confidence Interval (ppt, 12/12). [Book Chapter 5]
    2. One Sample Mean z-Test and Testing Theory (ppt, 32/32). [Book Chapter 5]
    3. One Sample Mean t-Test and Sign Test (ppt, 15/15). [Book Chapter 5]

  3. Unit 3
    1. Two Sample Inference (ppt, 32/32). [Book Chapter 6]
    2. Inferences about Variances (ppt, 16/16). [Book Chapter 7]

  4. Unit 4
    1. The AOV for Testing Multiple Populations (ppt, 31/31). [Book Sections 8.1, 8.2, 8.6]
    2. The Completely Randomized Design (ppt, 27/27). [Book Section 8.3]
    3. AOV Assumptions and Transformations (ppt, 34/34). [Book Section 8.4, 8.5]
    4. Linear Contrasts and Multiple Comparisons (ppt, 31/31). [Book Chapter 9]
    5. Multiple Comparisons Example (ppt, 22/22).

    5. STAT 5303

  5. Unit 5: Two-Way ANOVAs and Experimental Design Concepts
    1. Design Concepts - completely randomized design and blocking (ppt, 19/19). [Book Chapters 14 & 15]
    2. Randomized block designs: RCBD (ppt, 20/20). [Book Sections 15.2 & 15.5]
    3. Factorial treatments in a completely randomized design (ppt, 31/31). [Book Sections 14.3, 14.4, 15.4]
    4. Latin Square Design (ppt, 21/21). [Book Section 15.3]

  6. Unit 6: Simple Linear Regression
    1. Linear Regression - Basics and Estimation (ppt, 45/45). [Book Sections 11.1-11.3]
    2. Linear Regression - Prediction, Lack of Fit and Correlation (ppt, 21/21.) [Book Sections 11.4, 11.5, 11.7]
    3. Linear Regression - Assumptions, Transformations, Worked Example (ppt, 19/19). [Book Section 11.8]

  7. Unit 7: Multiple Regression
    1. Multiple Regression I (ppt, 26/26). [Book Sections 12.1-12.3]
    2. Multiple Regression II (ppt, 31/31). [Book Sections 12.4-12.7]

  8. Unit 8: ANCOVA
    1. Analysis of Covariance I (ppt, 25/25). [Book Sections 16.1-16.3]
    2. Analysis of Covariance II (ppt, 14/14). [Book Section 16.4]

  9. Unit 9: Categorical Data
    1. Chi-Square goodness of fit and proportions (ppt, 23/23). [Book Sections 10.2-10.4]
    2. Contingency tables (ppt, 21/21). [Book Section 10.5]
    3. Logistic regression example (ppt, pdf). [Book Section 12.8]

  10. Unit 10: Advanced Topics in Design
    1. Mixed Models, Nesting, Split Plots, Repeated Measures. (ppt, pdf). [Book Chapters 17-18]
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