Stat 542: Mixed Linear Models

Fall 2009

WEEK	Date	Topics	Homework	Homework Due Date	Announcements
1	8/31/09	Syllabus, Types of Studies, Designed Experiment,			· Chapter 1 -- Notes
	8/02/09	Experimental Errors, Sources and Controlling			· Chapter 2 -- Notes (R-Scripts)
	8/04/09	Randomization, CRD	14.3 (a), 14.3 (d), 14.8, 14.11	9/18/09
2	9/07/09	Labor Day – NO CLASS
	9/11/09	One-way Classification in CRD
3	9/14/09	RCBD and Two-way layout in CRD
	9/18/09	Two-way layout in RCBD, Contrasts ,			· Appendix A -- Notes (R-Scripts) (Oranage.CSV Data)
4	9/21/09	Multiple Contrasts, Error Rates Multiple Pair-wise Comparison
	9/25/09	Multiple Pair-Wise Comparison, Using R for Multifactor design and Multiple Comparisons	15.24 (a, b), 15.25—15.27, 15.32, 15.43, 9.9, 9.17, 9.28	10/9/09
5	9/28/09	Random and Fixed Effects, Oneway Random Effects Model			· Chapter 3 -- Notes (R-Scripts) (Pulp.TXT Data)
	10/02/09	Oneway Random Effects Model, nlme Package for Mixed Effects Model, Randomized Block Design
6	10/05/09	Randomized Block Design,
	10/09/09	Replicated Block Design, Nested Design
7	10/12/09	Nested Design, Crossed Random Factors, groupedData in R (in the Lab)	1, 2, 3, 4 (Pinheiro and Bates, 2000; Chapter 3)	10/30/09
	10/16/09	Split-Plot Designs	2, 4 (Pinheiro and Bates, 2000; Chapter 1)	10/30/09	· Chapter 4-- Notes (R-Scripts) (semiconductor.dat Data)
8	10/19/09	Split Plot Designs			· Mississippi dataset · Mice dataset
	10/23/09	Midterm 1
9	10/26/09	Introduction to Repeated Measures, Equally Spaced Repeated Measured Analysis
	10/30/09	Equally Spaced Repeated Measured Analysis, Modeling the Covariance Structure			· Chapter 5-- Notes (R-Scripts) (Respiratory Ability Data)
10	11/01/09	Modeling Covariance, Practice in the Lab			· So4 Concentration Data
	11/06/09	Adjusting For Baseline Measurement, Unequally Spaced Repeated Measures			· Heart Rate Data
11	11/09/09	Random Coefficient Models, Growth Curve Analysis			· Chapter 6 (R-Scripts) · Wheat Data · Pigs Data · Math Data
	11/30/09	Growth Curve Analysis, Multi Level Models