STAT 53025303 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

Unit 1
 Introduction (ppt, 30/30). [Book Chapters 12]
 Graphics and Basic Statistics (ppt, 35/35). [Book Chapter 3]
 Probability (ppt, 22/22). [Book Sections 4.14.4]
 Random Variables and Distributions (ppt, 35/35). [Book Sections 4.64.10]
 Sampling Distributions (ppt, 13/13). [Book Sections 4.114.12]

Unit 2
 One Sample Mean Confidence Interval (ppt, 12/12). [Book Chapter 5]
 One Sample Mean zTest and Testing Theory (ppt, 32/32). [Book Chapter 5]
 One Sample Mean tTest and Sign Test (ppt, 15/15). [Book Chapter 5]

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

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

Unit 5: TwoWay 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]

Unit 6: Simple Linear Regression
 Linear Regression  Basics and Estimation (ppt, 45/45). [Book Sections 11.111.3]
 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]

Unit 7: Multiple Regression
 Multiple Regression I (ppt, 26/26). [Book Sections 12.112.3]
 Multiple Regression II (ppt, 31/31). [Book Sections 12.412.7]

Unit 8: ANCOVA
 Analysis of Covariance I (ppt, 25/25). [Book
Sections 16.116.3]
 Analysis of Covariance II (ppt, 14/14). [Book Section 16.4]

Unit 9: Categorical Data
 ChiSquare goodness of fit and proportions (ppt, 23/23). [Book Sections 10.210.4]
 Contingency tables (ppt, 21/21). [Book Section 10.5]
 Logistic regression example (ppt, 14/14). [Book Section 12.8]

Unit 10: Advanced Topics in Design
 Mixed Models, Nesting, Split Plots, Repeated Measures. (ppt, 40/40). [Book Chapters 1718]
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