Instructor: Jimin Ding
Office: Cupples I, Room 112A;
Email: jmding@math.wustl.edu
Office hours: Wed. 3:10-4:30pm. Fri. 10:30am.-11:30pm. or by appointment.
TA/Grader: Young Kim, Carolyn Lou, Joanna Lyu
TA office hours: Thur. 1:30-3pm., Cupples I, RM 6 (Basement).
Topics covered:
An introduction to probability and statistics. Discrete and continuous random variables, mean and variance, hypothesis testing and confidence limits, Student's-t, Bayesian inference, linear regression, single factor analysis of variance, nonparametric methods.
The standard statistical software, SAS and R, will be introduced and used in an essential way. Calculator will be needed for calculations in homework and exams. Graphing calculator with Z, t, chi-square and F distribution functions (such as the TI-83 series) may be helpful but is not required.
This course is rooted from Math 320, which started in 70's and was a calculus-based statistical course. Math 3200 is an upgraded version of math 2200.
Prerequisites:
Textbook:
A. J. Tamhane and D. D. Dunlop
Statistics and Data Analysis from Elementary to Intermediate
Prentice-Hall, 2000.
(http://www.prenhall.com/tamhane)
Download the errata file.
Download the exercise data file.
Remarks:
- Solutions to the odd number problems are in the back of the book.
- We will cover selected topics from Chapters 4-12. Detailed schedule will be updated periodically on the course website.
- Course reserved desk copies of the textbook will be available in Olin library for 1 day use.
Exams:
There will be three in-semester Tuesday evening examinations (2/7,3/7,4/4, 6:30-8:30pm.), and the final exam will be on Thursday May 4th, 2017 from 3:30 PM to 5:30 PM. Midterms are not cumulative, but the final exam is comprehensive. For each exam, at least 60% of the questions will be similar with, if not exactly same as, the homework questions, and 30% will be close to the examples discussed in class.
All exams are close-notes-and-close-book. No web-enabled devices may be used. One page (letter size and one-sided) note may be brought to each midterm, and all previous midterm notes plus one page additional note may be brought to the final exam. All the distribution tables will be provided by the instructor. Calculators are allowed but not required.
Make-up exams are strongly discouraged. If you are aware of a conflict, please inform the instructor before the exam. Make-up exam will only be given if (1)within 1 week of the standard exam and (2)suitable documentation is provided within 2 days.
Homeworks:
There will be 11 homework assignments throughout the semester. The lowest homework grade will be dropped. About 10 homework problems (including 1~2 computer homework problems) will be assigned each week. The solutions to all problems will be posted on the course website (bb.wustl.edu), although only three of them will be graded and account toward your course grade. Most of the exam and final questions will be chosen from these problems with slight modifications. The rest of the exam questions will be similar to these. Hence you are strongly suggested to compare your answers with the posted solution.
Weekly homework should be submitted by Friday 1pm. NO LATE HOMEWORK WILL BE ACCEPTED.
The computer homework will count as 20% of the course grade.
Examples of SAS or R programs and output will be posted in the solution and discussed in class.
Grades:
Your grade will be based on weekly homework, 3 midterms and final. Then your course letter grade is determined as follows. The A range will be 85 to 100, the B range will be 70 to 85, the C range will be 60 to 70, and the D range will be 50 to 60, with plus and minus grades given to the top 10% and bottom 10% students in each of these ranges. If you register for ``Pass/Fail'' (or ``Credit/No Credit''), you must achieve at least 60 to pass, which is the lowest score for a C-.
Midterm exams |
15% each |
Final exam |
25% |
Homework |
30% |
Collaboration:
Collaboration on homework is allowed and can be helpful (and fun). However, you must do all written work by yourself, both answers to homework questions and computer programs. If you collaborate with someone on a homework, list his or her
name in a note at the top of the first part of your homework.
There should be NO COLLABORATION on exams.
Following "the academic integrity policy", academic misconducts and dishonesty will be reported to the university academic integrity office and seriously affect the grade.
Attendance:
Class attendance is encouraged and will be tracked with iClickers. Experience has shown that students who attend class regularly perform better on average. Lectures will involve discussion of topics and usually help students understand the material. Completing the reading assignments is not a substitute for attending lecture, nor is attending lecture a substitute for competing the reading assignments.
Use of iClicker: (New Experiment)
In this course, we will be using iClicker technology during class. iClicker is FREE to check out from Olin Library for registered students.
So before Jan. 23rd, 2017, please go to the Olin Library Help desk to check out an iClicker. The deadline to return your iClicker to Olin Library is the last day of classes for the semester. Students who do not return their iClickers at the conclusion of the semester will be charged for replacement of the device.
You will answer questions (vote to respond) posted in lectures with your iClicker. The number of questions may vary from lecture to lecture.
The clicker can record your participation on each question in class. Whether or not you respond with a correct answer, your regular participation can give your final score for the course a small boost.
- If you have participated by responding to at least 75% of the questions posed, 3 points will be added to your final score in the course.
- If you have participated by responding to at least 65% but less thatn 75% of the questions posed, 2 points will be added to your total course score.
To have your clicker participation recorded, you need to REGISTER your clicker for this course. Once you have checked out your clicker from the library, log in to Blackboard and click on your Math 3200 course link. In the left-hand navigation menu, click on “Tools,” then “iClicker Student Registration”. The iClicker comes with two AAA batteries, which should not need to be replaced during the semester. However, if batteries do need to be replaced, the student who has checked out the iClicker is responsible for replacing them.
Some useful links and references:
An Introduction to R by W.N. Venables, D.M.Smith and the R Development Core Team
Official Website of R
SAS Online Manuals: detailed descriptions about SAS procedures, including all available options and related statistical theories.
Using the SAS Windowing Environment: A Quick Tutorial, L. Hatcher, SAS Institute Press, 2001.