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
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Unit 1
- Introduction (ppt, 30/30). [Book Chapters 1-2]
- Graphics and Basic Statistics (ppt, 35/35). [Book Chapter 3]
- Probability (ppt, 22/22). [Book Sections 4.1-4.4]
- Random Variables and Distributions (ppt, 35/35). [Book Sections 4.6-4.10]
- Sampling Distributions (ppt, 13/13). [Book Sections 4.11-4.12]
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Unit 2
- One Sample Mean Confidence Interval (ppt, 12/12). [Book Chapter 5]
- One Sample Mean z-Test and Testing Theory (ppt, 32/32). [Book Chapter 5]
- One Sample Mean t-Test and Sign Test (ppt, 15/15). [Book Chapter 5]
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Unit 3
- Two Sample Inference (ppt, 32/32). [Book Chapter 6]
- Inferences about Variances (ppt, 16/16). [Book Chapter 7]
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Unit 4
- The AOV for Testing Multiple Populations (ppt, 31/31). [Book Sections 8.1, 8.2, 8.6]
- The Completely Randomized Design (ppt, 27/27). [Book Section 8.3]
- AOV Assumptions and Transformations (ppt, 34/34). [Book
Section 8.4, 8.5]
- Linear Contrasts and Multiple Comparisons (ppt, 31/31). [Book
Chapter 9]
- Multiple Comparisons Example (ppt, 22/22).
STAT 5303
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Unit 5: Two-Way ANOVAs and Experimental Design Concepts
- Design Concepts - completely randomized design and blocking (ppt, 19/19). [Book
Chapters 14 & 15]
- Randomized block designs: RCBD (ppt, 20/20). [Book
Sections 15.2 & 15.5]
- Factorial treatments in a completely randomized design (ppt, 31/31). [Book
Sections 14.3, 14.4, 15.4]
- Latin Square Design (ppt, 21/21). [Book Section 15.3]
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Unit 6: Simple Linear Regression
- Linear Regression - Basics and Estimation (ppt, 45/45). [Book Sections 11.1-11.3]
- Linear Regression - Prediction, Lack of Fit and Correlation (ppt, 21/21.) [Book Sections 11.4, 11.5, 11.7]
- Linear Regression - Assumptions, Transformations, Worked Example (ppt, 19/19). [Book Section 11.8]
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Unit 7: Multiple Regression
- Multiple Regression I (ppt, 26/26). [Book Sections 12.1-12.3]
- Multiple Regression II (ppt, 31/31). [Book Sections 12.4-12.7]
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Unit 8: ANCOVA
- Analysis of Covariance I (ppt, 25/25). [Book
Sections 16.1-16.3]
- Analysis of Covariance II (ppt, 14/14). [Book Section 16.4]
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Unit 9: Categorical Data
- Chi-Square goodness of fit and proportions (ppt, 23/23). [Book Sections 10.2-10.4]
- Contingency tables (ppt, 21/21). [Book Section 10.5]
- Logistic regression example (ppt, pdf). [Book Section 12.8]
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Unit 10: Advanced Topics in Design
- Mixed Models, Nesting, Split Plots, Repeated Measures. (ppt, pdf). [Book Chapters 17-18]
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