Statistics 402 Section B Spring 2012

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Statistics 402 Section B
Spring 2012
Instructor:
Dr. Bob Stephenson
Office:
3111 Snedecor Hall
Phone: (515) 294-7805 email: [email protected]
Course website: www.public.iastate.edu/~wrstephe/stat402.html
Office Hours:
M W F 10:00 to 10:50 am, T Th 9:00 to 9:50 am
and by appointment.
Lecture:
MWF 11:00 am to 11:50 am, 209 Marston
Required Text: Introduction to Design and Analysis of Experiments, George W.
Cobb, Springer, New York, 1998.
References: Statistics for Experimenters, G.E.P. Box, W.G. Hunter, and J.S. Hunter,
John Wiley & Sons, New York, 1978.
Experimental Design, 2nd ed., W. Cochran and G. Cox, John Wiley &
Sons, New York, 1957.
Design and Analysis of Experiments, 4th ed., D. C. Montgomery, John
Wiley & Sons, New York, 1997.
Objectives:
By the end of the course, students should have an appreciation for the
advantages and limitations of experimentation. They should be able to
design experiments to generate appropriate data efficiently. They should
be able to analyze data from designed experiments and reach justifiable
conclusions based on those data and analyses.
Exams:
There will be two exams and a final. You will be allowed to use formula
sheets and a calculator. Parts of the exams may be “take home.” If you
need to miss an exam because of circumstances beyond your control,
please contact me before the exam. Do not make plans for the end of the
semester that conflict with the final exam.
Homework: Individual practice is an important part of learning. For this reason
homework problems will be assigned regularly.
Project:
A project involving design, collection of data, analysis of data and,
interpretation of results will be assigned. This will be a group project.
More details will be given later in the semester.
Iowa State University complies with the Americans with Disabilities Act and Section 504
of the Rehabilitation Act. If you have a disability and anticipate needing accommodations
in this course, please contact me during the first two weeks of the semester. Retroactive
requests for accommodations will not be honored. Before meeting with me, you will need
to obtain a SAAR form with recommendations for accommodations from the Disability
Resources/Learning Disabilities Office located in Room 1076 of the Student Services
Building. Their telephone number is 515-294-7220.
1
Statistics 402 Section B
Spring 2012
Exam 1
Exam 2
Final Exam
Homework
Project
Week
Jan.
Jan.
Jan.
Jan.
Feb.
Feb.
Feb.
Feb.
Mar.
Mar.
Mar.
Mar.
Apr.
Apr.
Apr.
Apr.
Apr.
Point distribution
Friday, February 17
Friday, April 6
Wednesday, May 2
Due Friday, April 27
of Material Covered
9 Introduction: variability, principles, factor
structure. Two-sample t-test.
16 ANOVA: assumptions, informal analysis,
basic ideas
23 ANOVA: tests and confidence intervals
30 Content of an experiment
One-factor experiments: randomization
6 One factor experiments: sample size,
formal analysis
13 Factorial crossing: general ideas
Exam 1 – Friday, February 17
20 Factorial crossing: analysis
27 Blocking: general idea
5 Latin square design
12
******* SPRING BREAK *******
19 Split plot design
26 Working with the basic design structures
2 Extending the basics: three factors
Exam 2 - Friday, April 6
9 Extending the basics: two factors in
blocks
16 Experiments with a single replicate
23 Experiments with fractional replication
30
Final Exam - Wednesday, May 2
100
100
125
100
75
500
Text
Chapter 1
Chapter 2
Chapter 3
Chapter 4
Chapter 5
Handouts,
Chapter 5
Chapter 6
Chapter 6
Chapter 7
Chapter 7
Chapter 7
Chapter 8
Chapter 9
Chapter 9
Handouts
Handouts
2
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