Instructor: |
Brian Habing,
Assistant Professor office: 203 LeConte e-mail: habing@stat.sc.edu office phone: 777-3578 home phone: 739-2686 (9am to 10pm only) Office Hours: whenever the door is open, by appointment, and Website: http://www.stat.sc.edu/~habing/courses/515F01.html | ||||||||||||||||||||||||||||||||
Bulletin Description: | STAT 515 Statistical Methods I. (3) (Prereq: a grade of C or higher in MATH 111 or equivalent) Applications and principles of descriptive statistics, elementary probability, sampling distributions, estimation, and hypothesis testing. Inferences for means, variances, proportions, simple linear regression, and contingency tables. Statistical packages such as SAS. | ||||||||||||||||||||||||||||||||
Notes: |
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Purpose of Course: | To familiarize students in a variety of fields with modern statistical methods, including the general areas of data description, elementary probability, and statistical inference. To prepare the students to further their study in statistical topics such as quality control, design of experiments, nonparametrics, time series, and sampling. | ||||||||||||||||||||||||||||||||
Expectations: |
All students are expected to:
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Required Text: |
Statistics (8th Edition), by J.T.McClave and
T. Sincich, Prentice Hall, 2000.
Additional materials are on the course website. | ||||||||||||||||||||||||||||||||
Computers and Calculators: |
This course will use the software package SAS.
You will have an account on the CSM Windows-NT domain. Currently the
computers in LC 124, LC 303A and PSC 102 have SAS. Student copies of SAS for
home use
are also available for purchase from the university's computer services
division. NO PREVIOUS KNOWLEDGE OF SAS IS ASSUMED. SAS is the de facto standard statistical package in a number of industries, and experience with SAS is a prerequisite for many jobs in statistics and in fields which use statistics. While we will only scratch the surface of SAS's capabilities, it should provide a useful introduction into the more standard routines, and a jumping off point for future experience with it. A basic calculator may be used on the exams. If your calculator is programmable you will be required to clear its memory before the exam starts. | ||||||||||||||||||||||||||||||||
Exams and Topics Covered: |
There will be three exams and the final.
The topics covered in the exams will generally follow the chapters
of the text listed below. However,
the exams may also cover material which was solely
presented in class, and that is not contained in the text. A definitive list
of topics covered will be distributed during
the class period before each exam (it will also be posted on the web).
The first exam will be held in class on Tuesday, September 25th. It will focus on the subjects related to chapters 1-5 of the text, including: graphical methods, measures of center and variability, basic rules of probability, probability distributions, the binomial random variable and counting rules, the normal distribution, and the normal approximation of the binomial distribution. A copy of last year's exam will be given out at the review session on Friday, September 21st from 4:00-5:00. (It will also be posted on the web, with its answers). The second exam will be held in class on Tuesday, October 30th . It will focus on the material related to chapters 6-9, including the central limit theorem, sampling distributions, and estimation and inference for one and two populations for means, variances, and proportions. A copy of last year's exam will be given out at the review session on Friday, October 26th from 4:00-5:00. (It will also be posted on the web, with its answers). The third exam will be held in class on Tuesday, November 27th. It will focus on the material related to sections 10.1-10.2 and chapter 11 of the text, including one-way analysis of variance and linear regression. A copy of last year's exam will be given out at the review session on Wednesday, November 20th from 2:30-3:30. (It will also be posted on the web, with its answers). The final exam will be held at 2:00pm on Friday, December 14th. It It will be cumulative, covering both the material from the previous three exams, as well as the material on contingency tables in chapter 13. The review for the final is tentatively scheduled for in class on Thursday, December 6th. Make up exams will be given only in extreme circumstances, and only when accompanied by appropriate documentation. Incidence of cheating and academic dishonesty will be punished to the full extent allowed by university regulations.
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Homework and Project: |
Homework is due at the beginning of the class period it was
assigned for. Late homework is not accepted. There will be at least 12 homework assignments. Only the top 10 scores will be counted towards the final grade in the class. Each homework assignment will be worth four points. Homework will be assigned at least one week in advance in class, and will also be posted on the class website. If the homework is on a handout, that handout will be available in class and during office hours. The writing on the homework must be legible, the work used to obtain the answers must be shown and correct, and the final answers must be clearly indicated in order to receive full credit. Extra points may be deducted for violating any of the following:
There will also be a project involving collecting and analyzing a data set using the techniques learned in the course. It will be worth 25 points and will be due by 4:30 pm on Thursday, December 6th. Various homework assignments throughout the semester may include questions leading you through a "first draft". The details of the project will be handed out on Thursday, September 27th. | ||||||||||||||||||||||||||||||||
Grades: |
The grade is determined by the scores on the
homework and examinations as follows:
with the letter grade determined by the percentage of points obtained out of the maximum possible 365.
If the score on the final exam is higher than the lowest exam score, it will be counted in the place of that exam score for the determination of the course grade. Any questions involving the grading of a homework assignment or exam must be raised by the class period following the one in which it was returned. There is no "extra credit". Any deviations from the above grading scheme will be to the benefit of the students. | ||||||||||||||||||||||||||||||||
Complaints and Comments: | While there are end of semester evaluation forms, they come far too late to resolve any difficulties experienced in the class. All complaints should be raised by either speaking with me directly, or by anonymously leaving a message in my mailbox in 216 LeConte. |