STA
6208 – Basic Design &Analysis of Experiments – Section 0015
Spring
2017
MWF 2 @ Griffin/Floyd 100
Instructor: Dr. Larry
Winner
Office: 228 Griffin/Floyd
E-mail: winner@stat.ufl.edu
Phone: (352)
273-2995
Office Hours: M 1:30-2:30 Th
8:00-9:00
Web Page: www.stat.ufl.edu/~winner/
TA: Xuan
Cao, M 1:30-5:30 Tu 8:30 am - 12:30 pm
E-mail: caoxuan@ufl.edu Office: FLO 116D
Textbook/Course
Notes Information:
Course
Note Package: To be available at Target Copy Center (Do Not Print Out on
Statistics Department Copiers)
Alternative
Textbook (Do Not Print Out on Statistics Department Copiers)
|
Title: |
A FIRST COURSE IN DESIGN &
ANALYSIS OF EXPERIMENTS |
|
Author: |
OEHLERT |
|
Edition: |
1ST |
http://users.stat.umn.edu/~gary/Book.html
Tentative Exam
Dates/Times & Homework:
·
Exam 1 - February
3, 7:30-9:20AM (25%)
·
Exam 2 - March 15,
7:30-9:20AM (25%)
·
Final Exam -
April 17, 7:30-9:20AM (25%)
·
Homework Projects
– Approximately 8 (25%)
Course
Policies:
·
Prerequisite: STA
6207.
·
Turn off
cell-phones and all electronic devices (except calculators) during class and
exams.
·
Exams are closed-book/notes.
Any relevant tables will be supplied.
·
E-mail is a
terribly inefficient way to teach statistics. If you’d like to see a particular
problem worked out in class, send a request in advance. Do not expect a typed
detailed response. E-mail is not a substitute for attending instructor and TA
office hours.
·
Note: Some course
topics listed below were covered in STA 6207 and will be assumed without full
“treatment”.
·
Most Computing
will be done using SAS or R. When feasible, many examples will be done in
spreadsheet format for illustration of principles.
Tentative
Course Topics:
Note:
Matrix approach and Mixed Model Analyses will be used in some different forms
than text covers.
·
Introduction to
Experimental Design (Oehlert Chapter 1)
·
Inference
Concerning 1 and 2 Means and Variances (Sections 1.10-1.13 Course Notes /
Oehlert Chapter 2)
·
Completely
Randomized Design
o
Sums of Squares, ANOVA,
Parameter Estimates, Power Considerations (Chapter 2 Course Notes / Oehlert
Chapters 3, 7(Power))
o
Treatment
Contrasts (Chapter 2 Course Notes /
Oehlert Chapter 4)
o
Multiple
Comparison Techniques (Chapter 3 Course
Notes / Oehlert Chapter 5)
o
Model
Diagnostics/Remedies (Course Notes
Chapter 4 / Oehlert Chapter 6)
·
Factorial Designs
for Fixed Effects (Course Notes Chapter
5 / Oehlert Chapters 8 & 9)
·
Random Effects
Designs (Course Notes Chapter 6 / Oehlert Chapter 11)
·
Mixed Effects
Designs (Course Notes Chapter 7 /
Oehlert Chapter 12)
·
Models with
Nested Factors (Course Notes Chapter 8 / Oehlert Chapter 12)
·
Complete Blocks
and Latin Squares (Course Notes Sections 9.1-9.6 / Oehlert Sections
13.1-13.3.5)
·
Balanced
Incomplete Block Designs (Course Notes Section 9.7/ Oehlert Section 14.1)
·
Full and
Fractional Two-Level factorials (Course Notes Sections 10.1-10.3 / Oehlert Sections
10.4,15.1,18.1-18.2)
·
Response Surface
and Mixture Designs (Course Notes Sections 10.4-10.5/ Oehlert Chapter 19)
·
Analysis of Covariance (Oehlert Sections 17.1-17.2)
·
Split-Plot
Designs (Course Notes Chapter 11 / Oehlert Sections 16.1-16.3)
·
Repeated Measures
Designs (Course Notes Chapter 12 / Oehlert Section 16.6)
Course Grade Cut-offs:
Attendance/Exam/Assignment Policies: While attendance is not taken, students are expected to attend lectures and participate in class. Make-up exams will only be considered with documented medical event or conference attendance (graduate students). Early exams will be given under no circumstances. Assignments are to be handed in during class on the date the assignment is due in paper format. Electronic submission of assignments will not be accepted. Turn off cell phones during classes.
Academic Accommodations: If you have a documented disability and wish to
discuss academic accommodations with me, please contact me as soon as possible.
University
Grading Points:
Online Course Evaluations: The University has an online course evaluation system. Late in each semester (after final withdrawal date), students can go to the GATORRATER portal and evaluate courses. The website is located at: https://evaluations.ufl.edu/evals/Default.aspx.
University Policies:
Academic Dishonesty: All members of the University Community share the
responsibility to challenge and make known acts of apparent academic
dishonesty. Acts of academic dishonesty will not be tolerated and will be
referred to the Student Honor Council.
Campus Resources:
Counseling
and Wellness Center: http://www.counseling.ufl.edu/cwc/
Academic
Resources: http://www.ufl.edu/academics/resources/
Disability
Resource Center: https://www.dso.ufl.edu/drc/
Student
Health Care Center: http://shcc.ufl.edu/