UNIVERSITY OF MINNESOTA, MORRIS

DIVISION OF SCIENCE & MATHEMATICS

MATHEMATICS DISCIPLINE

TOPICS IN STATISTICS: DESIGN, DATA ANALYSIS & MODEL BUILDING

COURSE OUTLINE & SYLLABUS

MATH. 3690

 

SPRING, 1998

 

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

E-Mail

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)

SECOND EXAMINATION

MAY 21, 1998 (Thursday)

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

 

READINGS

 

BOX, HUNTER &

HUNTER

I. SCIENCE AND STATISTICS

PG. 1-14

 

 

II. COMPARING TWO TREATMENTS

PG. 21-152

II.1. INDEPENDENT SAMPLES

 

II.2. PAIRED SAMPLES

 

 

 

III. COMPARING MORE THAN TWO TREATMENTS

PG. 165-203

III.1. RANDOMIZED BLOCK DESIGN

 

III.2. TWO-WAY FACTORIAL DESIGN

 

III.3. LATIN SQUARE DESIGN

 

III.4. GRAECO-LATIN SQUARE DESIGN

 

III.5. INCOMPLETE BLOCK DESIGN

 

 

 

IV. MEASURING THE EFFECTS OF VARIABLES

PG. 291-268

IV.1. FACTORIAL DESIGNS

 

IV.2. FRACTIONAL FACTORIAL DESIGNS

 

 

 

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

 

6/1,2,3

4/27,28,29

 

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

 

HW. 6

EXAM 1

 

HW. 1

HW. 4