UNIVERSITY OF MINNESOTA, MORRIS
DIVISION OF SCIENCE & MATHEMATICS
MATHEMATICS DISCIPLINE
TOPICS IN STATISTICS: DESIGN, DATA ANALYSIS & MODEL BUILDING
COURSE OUTLINE & SYLLABUS
MATH. 3690 |
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SPRING, 1998 |
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COURSE WEB SITE |
http://mnstats.morris.umn.edu//introstat |
# OF CREDITS: |
4 |
PREREQUISITE: |
MATH. 1150 OR 3605 OR 3610 or # |
DESIGNATION: |
C2 |
DAYS & TIME: |
MTThF Noon-12:50 pm |
BUILDING & ROOM: |
MRC. 10 COMPUTER CLASSROOM |
INSTRUCTOR: |
Dr. Engin A. Sungur |
OFFICE: |
253 SCIENCE |
TELEPHONE: |
x6325 |
OFFICE HOURS: |
MTWThF, 10-11 |
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sungurea@caa.morris.umn.edu |
COURSE DESCRIPTION:
Nature and objectives of statistical data analysis, exploratory and confirmatory data analysis techniques. Some types of statistical procedures; formulation of the models, examination of the adequacy of the models. Some special models; analysis of variance, one-way, two-way designs and multi-way designs, factorial designs.COURSE MATERIALS: Box, G.E.P., Hunter, W.G., and Hunter, J.S., Statistics for Experimenters: An Introduction to Design, Data Analysis, and Model Building, John Wiley Interscience.
EXAMINATION POLICY: Two midterm examinations and one final exam will be given. The timetable for the examinations are given below:
TIME TABLE:
FIRST EXAMINATION |
APRIL 23, 1998 (Thursday) |
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SECOND EXAMINATION |
MAY 21, 1998 (Thursday) |
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FINAL EXAMINATION |
JUNE 9, 1998 (Tuesday) |
2:30-4:30 pm. |
COURSE PROJECT:
Students will be asked to work on a data set, and write a report on their results. The students are required to present their results in the class (June 1-5, 1998). Students should get the approval of the instructor on the project topic by April 24, 1998 (Friday). Final project report should include the following:
I. INTRODUCTION I.1. DESCRIPTION OF THE PROBLEM I.2. DESCRIPTION OF THE DATA SET (DATA COLLECTION METHODOLOGY) II. DESCRIPTIVE STATISTICAL ANALYSIS OF DATA II.1. NUMERICAL SUMMARY OF THE DATA II.2. GRAPHICAL SUMMARY OF THE DATA III. INFERENTIAL STATISTICAL ANALYSIS OF DATA: GENERALIZED LINEAR MODELS (ANOVA) (THIS SECTION WILL INCLUDE MODEL BUILDING, MODEL CHECKING AND INFERENCE) IV. CONCLUSION |
To locate appropriate data sets for the course the students should search the following Data and Story Library located at
http://lib.stat.cmu.edu/DASL/DataArchive.html, and find data sets that includes at least one categorical variable and at least one quantitative variable by April 20, 1998 (Monday).HOMEWORKS: Eight homeworks will be assigned. No late homeworks will be accepted without a valid excuse. Solutions will be discussed in the class.
COURSE GRADE:
HOMEWORKS: |
20% |
PROJECT: |
10% |
MIDTERM EXAMS: |
40% |
FINAL EXAM: |
30% |
PLEASE FEEL WELCOME TO SEE ME OUTSIDE OF THE CLASS, ANY TIME, IF YOU HAVE QUESTIONS, PROBLEMS, OR COMMENTS PERTAINING THE COURSE WORK.
TOPICS IN STATISTICS
COURSE SYLLABUS
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READINGS |
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BOX, HUNTER & HUNTER |
I. SCIENCE AND STATISTICS |
PG. 1-14 |
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II. COMPARING TWO TREATMENTS |
PG. 21-152 |
II.1. INDEPENDENT SAMPLES |
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II.2. PAIRED SAMPLES |
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III. COMPARING MORE THAN TWO TREATMENTS |
PG. 165-203 |
III.1. RANDOMIZED BLOCK DESIGN |
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III.2. TWO-WAY FACTORIAL DESIGN |
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III.3. LATIN SQUARE DESIGN |
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III.4. GRAECO-LATIN SQUARE DESIGN |
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III.5. INCOMPLETE BLOCK DESIGN |
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IV. MEASURING THE EFFECTS OF VARIABLES |
PG. 291-268 |
IV.1. FACTORIAL DESIGNS |
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IV.2. FRACTIONAL FACTORIAL DESIGNS |
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V. BUILDING MODELS AND USING THEM |
PG. 510-581 |
MATH 3690: TOPICS IN STATISTICS DR. ENGIN SUNGUR |
GENERAL INFORMATION AND POLICIES |
ORGANIZATION OF IN-CLASS ACTIVITIES |
The organization of the in-class activities are summarized in the following flowchart. The main components of the organization structure are:
(i) Summaries and Outline: These two components, hopefully, will provide a smooth transition between the topics and lectures. These will answer three basic questions: Where have we been?, Where are we going?, and What have we learned?
(ii) Student Evaluators: Class participation and discussion are very important on the learning process. Students are encouraged to ask questions in the class. Questions, comments could help the instructor to set up his/her pace. The input from the students should be constant. If you point out the weaknesses of the instructor, and the problems with the course in general as soon as possible your learning process will be enhanced. To formalize and promote active learning, each in-class activity will be evaluated by the two students. These students will be responsible to point out all the problems that might affect the learning of the rest of the class. For example, the topics that are not clearly covered, pace of the lecture, use of the blackboard, problems with taking notes, etc. Student evaluators will be asked to make a summary of the previous class.
EVALUATOR |
DATE 1 |
DATE 2 |
Barbara Baratto |
3/30,31 |
5/4,5,6 |
Eugen Barbu |
4/1,2,3 |
5/7,8 |
Eric Bass |
4/6,7 |
5/11,12,13 |
Jason Corley |
4/8,9,10 |
5/14,15 |
Timothy Donelon |
4/13,14 |
5/18,19,20 |
Gina Garding |
4/15,16,17 |
5/21,22 |
Michael Goblirsch |
4/20,21 |
5/26,27 |
Shanene Haywood |
4/22,23,24 |
5/28,29 |
Shawtan Howell |
4/27,28,29 |
6/1,2,3 |
Debra Kielhold |
4/30,5/1 |
6/4,5 |
Cory Loxtercamp |
5/4,5,6 |
3/30,31 |
Deanne Nordberg |
5/7,8 |
4/1,2,3 |
Abigail Rossing |
5/11,12,13 |
4/6,7 |
Jared Schmillen |
5/14,15 |
4/8,9,10 |
Matthew Soukup |
5/18,19,20 |
4/13,14 |
Lyndee Warren |
5/21,22 |
4/15,16,17 |
Brian Wuertz |
5/26,27 |
4/20,21 |
Bradley Zarn |
5/28,29 |
4/22,23,24 |
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6/1,2,3 |
4/27,28,29 |
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6/4,5 |
4/30,5/1 |
(iii) Minute paper: Time to time you will be asked to answer the following three questions:
1. What was the most important thing you learned today?
2. What was the most important thing you learned yesterday?
3. What questions are uppermost in your mind as we conclude this class session?
Answers to these questions will help the instructor on setting up her/his pace, pin-point the topics that the students are having problems on understanding, to correct misunderstanding etc. The questions are related with effectiveness of the lecture, retention of the information delivered, and effectiveness of the teaching in general.
The topics that will be covered are mostly in the text book. If a topic is not in your textbook, then it will be pointed out in the lecture and/or handouts will be provided.
Solutions to the Homeworks and Exams questions will be discussed in the class by the students. Discussion leaders are given below.
DISCUSSION LEADER |
DATE 1 |
DATE 2 |
Barbara Baratto |
HW. 1 |
HW. 6 |
Eugen Barbu |
HW. 2 |
EXAM 1 |
Eric Bass |
HW. 4 |
HW. 5 |
Jason Corley |
HW. 5 |
EXAM 2 |
Timothy Donelon |
HW. 3 |
EXAM 2 |
Gina Garding |
HW. 6 |
EXAM 1 |
Michael Goblirsch |
HW. 1 |
HW. 4 |
Shanene Haywood |
HW. 1 |
HW. 6 |
Shawtan Howell |
HW. 2 |
EXAM 1 |
Debra Kielhold |
HW. 4 |
HW. 5 |
Cory Loxtercamp |
HW. 5 |
EXAM 2 |
Deanne Nordberg |
HW. 3 |
EXAM 2 |
Abigail Rossing |
HW. 6 |
EXAM 1 |
Jared Schmillen |
HW. 1 |
HW. 4 |
Matthew Soukup |
HW. 2 |
EXAM 1 |
Lyndee Warren |
HW. 4 |
HW. 5 |
Brian Wuertz |
HW. 5 |
EXAM 2 |
Bradley Zarn |
HW. 3 |
EXAM 2 |
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HW. 6 |
EXAM 1 |
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HW. 1 |
HW. 4 |