Colorado State University, Pueblo, Fall 2008
Math 156 — Introduction to Statistics
Section 3, MWF 11-11:50 ["Workshop Statistics"]

Here is a shortcut to the course schedule/homework page.

Lectures: MWF in PM 106, 11-11:50am      Office Hours: M-F 10-10:50am (tentatively!)

Instructor: Jonathan Poritz     Office: PM 248     E-mail
Phone: 549-2044 (office — any time); 337-1210 (cell) and 473-8928 (home) (both for emergencies only, please)

Text: Workshop Statistics: Discovery with Data and the Graphing Calculator, Third Edition, by Allan Rossman, Beth Chance and J. Barr Von Oehsen. It's new! It's non-traditional! You are encouraged to write in it! You must bring it to every class.


  1. Describing data and distributions
  2. Relationships in data
  3. producing data
  4. probability
  5. confidence intervals (for means with known and unknown population standard deviation)
  6. hypothesis testing (tests of significance; for means with known and unknown population standard deviation)

Daily procedures: Regular attendance in class is a key to success -- and is mandatory. Outside of class, you should expect to spend 2-3 hours of work per class meeting, mostly on homework. This is not an exaggeration (or a joke), and you should make sure you have the time and energy — but I guarantee that if you put in the time and generally approach the class with some seriousness you will get quite a bit out of it (certainly including the grade you need).
This section is using an experimental, "workshop" approach -- classes will consist of a very brief lecture/class discussion, followed by several "activities" out of the book which you will do in groups, finishing up with a wrap-up discussion. You will write your work on the group activities in your textbook itself, and I will examine this classroom work and count it as a portion of your course grade.

Homework: Additional activities, similar to ones we have worked on in class, will be assigned after each class, to be handed in at the next class (or at least on the next class day). The point of these will be to solidify your understanding from the in-class activities, and to give you some practice using these ideas and techniques entirely on your own.

I get a lot of homework to grade in my various classes, so I ask your help in keeping it organized. Here are some individually trivial (some of them) but useful guidelines I would like you to follow:

Your two lowest homework scores will be dropped.

Quizzes: Most Fridays, during weeks in which there is no hour exam, there will be a short (10-15 minute) quiz at the end of class. These may or may not be open book or notes, but calculators will (usually) be allowed. The quizzes are intended to encourage classroom discussion about the "real meaning" of some technique we have learned and thereby synthesis of the whole range of material covered recently. Your lowest quiz score will be dropped.

Public Awareness Analyzed Examples: You are asked and encouraged to hand in each week in which there is no hour exam (on Monday) a statistical result which you find mentioned in the popular press (or in some specialized literature in your main field of study) that pertains to topics discussed in the previous week. Each such example must include

Here are some examples which might help you get started, or give you guidance in going further:
  1 — 2 (refers to this source) — 3 (refers to this source) — 4 — 5 — 6 — 7 — 8 — 9

You are expected to hand in at least five such examples (which will be graded on a very coarse scale along the lines of "satisfactory/missing important pieces/non-existent"), but additional examples which you hand in will be graded and will count as general course extra credit. Here are some web sites with lots of reported statistics that might make good sources:

  1. Textbooks or, even better, research papers you read for your other classes.
  2. Polling sites (particularly good in an election year!):
  3. A famous source of (real, hard, cutting-edge) scientific papers, many of which have statistical results in them (try the search interface):
  4. Any newspaper site, such as the following (which are some of my favorites; try the financial or scientific pages for statistical numbers or graphs):

Exams: We will have three in-class exams, on dates and covering material to be announced at least a week in advance. Then we will have a comprehensive final exam on Wednesday, December 10, from 10:30-12:50 in our usual classroom.

Technology: A calculator is necessary throughout this course (you must bring it to class!), for all homework and during the exams. It must be capable of performing basic scientific computations (including logarithms, exponentials and factorials), doing simple plots, and computing standard simple statistical functions of small data sets. Essentially any Texas Instruments calculator from the TI-83 up will suffice; the instructor will use a TI-84 Plus.

Academic integrity: Mathematics is more effectively and easily learned — and more fun — when you work in groups. However, all work you turn in must be your own, and any form of cheating is grounds for an immediate F in the course for all involved parties.

Students with disabilities: The University abides by the Americans with Disabilities Act and Section 504 of the Rehabilitation Act of 1973, which stipulate that no student shall be denied the benefits of education "solely by reason of a handicap." If you have a documented disability that may impact your performance in this class for which you may require accommodations, please see me as soon as possible to arrange these accommodations. In order to receive this assistance, you must be registered with, and provide documentation of your disability to, the Disability Services Office, which is located in the Psychology Building, Room 232.

Grades: Your classroom work will be graded out of 100 points. The total homework points will be scaled to be out of 100. Quiz total points will be scaled to 75. The Public Awareness examples will count for 25 points, for the first five, and then as extra credit for any others. Each hour exam during the term will be graded out of 100, while the final will be out of 200. This means that the maximum possible course points are then 800. Letter grades will then be calculated in a way no more strict than:

A: 720-800
B: 640-719
C: 560-639
D: 480-559
F: 0-479
(This amounts simply to the old "90-100% is an A, 80-90% a B, etc." business.) Note that by Math Department policy, there will be no +'s or -'s. On hour exam days, attendance is required -- if you miss an exam, you will get a zero as score; you will be able to replace that zero only if you are regularly attending class and have informed me, in advance, of your valid reason for missing that day.

Contact outside class: Over the years I have been teaching, I have noticed that the students who come to see me outside class are very often the ones who do well in my classes. Now correlation is not causation, but why not put yourself in the right statistical group and drop in sometime? I am always in my office, PM 248, during official office hours (to be announced soon). If you want to talk to me privately and/or cannot make those times, please mention it to me in class or by e-mail, and we can find another time. Please feel free to contact me for help also by e-mail at, to which I will try to respond quite quickly (usually within the day, often much more quickly); be aware, however, that it is hard to do complex mathematics by e-mail, so if the issue you raise in an e-mail is too hard for me to answer in that form, it may well be better if we meet before the next class, or even talk on the telephone (in which case, include in your e-mail a number where I can reach you).

The Math Learning Center: located in PM 132, is a fantastic resource for CSUP math students. Use it often! (Although during my office hours, come to my office, preferentially.) It is free and fun, staffed with friendly and helpful tutors. One-on-one tutoring in the Gen Ed Tutoring center for Math 156 will also be available on an appointment basis.

A request about e-mail: E-mail is a great way to keep in touch with me, but since I tell all my students that, I get a lot of e-mail. So to help me stay organized, please put your full name and the course name or number in the subject line of all messages to me. Also, if you are writing me for help on a particular problem, please do not assume I have my book, it is often not available to me when I am answering e-mail; therefore, you should give me enough information about the problem so that I can actually help you solve it (i.e., "How do you do problem number n on page p" is often not a question I will be able to answer).

Words: One warning up front: I believe strongly that students should learn to think in the way of a subject they are learning, not merely that they become sophisticated calculators who can follow recipes. Therefore I will require you to explain all your work on HWs and tests and on the final. This doesn't mean that you have to write essay answers to purely computational questions, but it does mean that you have to tell me a word of two about what you are thinking as you do the calculations. In particular, you could hand in an answer to some problem with just a few numbers, all of which were correct — and get a 0; you could also hand in an answer with a few words explaining your numbers and get full credit, even if all of the numbers were actually wrong. I will try to give you feedback on HWs and in class on this requirement during the term, so that it does not come as a surprise during tests.

There are three types of lies - lies, damn lies, and statistics.
Benjamin Disraeli (1804 - 1881)

It is easy to lie with statistics, but it is easier to lie without them.
Frederick Mosteller (1916 - 2006 )

The plural of anecdote is not data.
Roger Brinner

Forecasting is very difficult, especially about the future.
Edgar R. Fiedler (1929 - 2003)

Statistical thinking will one day be as necessary for efficient citizenship as the ability to read and write!
Samuel S. Wilks (1906 - 1964), paraphrasing Herbert G. Wells (1866 - 1946)

Luck is probability taken personally. It is the excitement of bad math.
Penn F. Jillette (1955 - )

The only statistics you can trust are those you falsified yourself.
Sir Winston Churchill (1874 - 1965) (Attribution to Churchill is ironically falsified)

Thirty years ago I was diagnosed with motor neurone disease, and given two and a half years to live. I have always wondered how they could be so precise about the half.
Stephen Hawking (1942 - )

It is commonly believed that anyone who tabulates numbers is a statistician. This is like believing that anyone who owns a scapel is a surgeon.
Robert Hooke (1918 - )

A statistician's wife had twins. He was delighted. He rang the minister who was also delighted. "Bring them to church on Sunday and we'll baptize them," said the minister. "No," replied the statistician. "Baptize one. We'll keep the other as a control."

A student used his new digital camera to take a picture of himself at his job. The next week he taped the photo to his statistics midterm and left the test a half hour earlier than any other student. Even though he just put down his answers without any explanations, the professor had to give him full credit for showing his work.