Math 158

 

Calendar


Failure. It’s a bad thing, right?

 

We . . . know that, on average, successful people have had many more failures than unsuccessful people. This seems counterintuitive. How could successful people have failed more often than everyone else? Failure is unavoidable and sometimes happens randomly. It’s what you do after the failure that is important. Successful people have a stick-to-it-iveness. They don’t quit. From the president of FedEx to the novelist Jerzy Kosinsky, from van Gogh to Bill Clinton to Fleetwood Mac, successful people have had many, many failures, but they learn from them and keep going.

 

From “This Is Your Brain on Music,” by Daniel J. Levitin.

 

For more on the same topic: Here’s a link.

 

Advice to freshmen by Ben Stein (he played the history “teacher” in Ferris Buehler’s Day Off). Here’s another - more recent - piece by Mr. Stein. 

 

Finally: Check out this graph from a recent semester.


Tables from the Triola text.     Reverse Z-table – start with percent, get Z score.     

 

Templates for the Normal Distribution.


December 5

 

Midterm 3.

 

Here’s the Formula Sheet.

 

Midterm 3 coverage (which dates back through November 3):

 

Confidence interval for a proportion (Section 7-2, Exercise Sets)

Sample size determination

Properties of this CI

Impact of changing the sample size

Impact of charning the confidence

Impact of changing the prevalence (prevalence = “p-hat”)

Interpreting confidence

(Note: Computational aspects will only be indirectly covered. You will not be asked to compute such a CI; however, knowing how to do so will likely help you in being able to address the other issues. You will need to know how to compute a required sample size.)

 

Hypothesis test for a proportion (Section 7-3, Worksheet)

State hypotheses in appropriate statistical notation

Determine the value of a test statistic

Determine the P-value

Make an appropriate decision

Express a conclusion in writing, in nontechnical terms

Interpret the P-value

 

Distribution of the sample mean (Section 6-5, Gettysburg Address, Worksheet)

Contrast the distribution of the sample mean with the distribution of the (single) observations. What’s the same? (One thing.) What’s different? (Two things.)

Distribution of the sample mean when the data (single observations) are Normally distributed – for any sample size.

What the Central Limit Theorem says about nonNormal data.

 

Confidence Interval for a mean (Section 7-4, Worksheet)

 

Hypothesis Test for a mean (Section 8-5, Worksheet)

 

December 1

 

Read Section 8-5. Some of the guidelines for using a t test are back in Section 7-4. Read the November 24 entry on this.

 

Practice Exercises Section 8-5 page 431: 5 – 19 odd, 25.

 

November 24

 

Confidence interval for a mean.

 

Read Section 7-4.

·         Ignore the “Yes” branch of the flowchart on page 534.

·         Ignore the first row “Use normal…” of the table on page 355. Do read the “Notes to the Table.”

·         We aren’t covering the “s (population standard deviation) known” situation (Section 7-3) because this situation never occurs in real stats applications (it occurs only in textbooks).

 

Practice Exercises Section 7-4 page 359: 1, 3, 13, 15, 17, 21.

 

November 21

 

Introduction to T distributions.

 

November 19

 

Quiz: Section 6-5 and the Worksheet/Exercises. To be on Friday.

 

Bring Table A-3 (Appendix A; back of book; on the pullout section) on Friday and next Monday.

 

November 17

 

Reading

            Section 6-5.

Practice Exercises page 287

            1, 5, 7ab, 9-19 odd

Practice Exercises

            Sample Mean Worksheet

 

November 14

 

Sampling Words         The Gettysburg Address

 

What did we learn?

·         Means from random samples are an unbiased estimate of the population mean.

o       Other nonrandom sampling plans may be biased.

·         Sample means vary less than individual observations.

·         Sample means have closer to Normal distribution than do individual observations.

 

November 12

 

Practice Exercises page 403 (Use the “P-value method” for the practice exercises)

 

·         Section 8-2 page 403 : 31, 35

·         Section 8-3 page 414 : 3, 5, 9, 11, 13, 19, 23

 

November 10

 

Hypothesis testing

 

Reading

 

·         From the start of 8-2 through the middle of page 398. Figure 8-8 is our template.

·         The P-Value Method flow chart (Figure 8-8) on the left of page 401.

·         Section 8-3 where the P-value method is used. (You may ignore the parts that cover other methods.)

 

Practice Exercises page 403:   4, 9, 10, 13, 14, 25, 27, 29, 33

 

Assignment handed out: Due Friday

 

November 7

 

We will cover Section 8-2 and 8-3 for the next week.

 

Midterm summaries are posted on ANGEL.

 

November 5

 

The book suggests a proper interpretation of the interval (top of page 323), and explains what is meant by confidence (middle 323 and Figure 7.1) but does not ask about these in exercises. I do ask in Exercise Set 2, and I expect you to have a good appreciation for the factors that impact on the size of the error margin.

 

Practice Exercises, Exercise Set #2: 7 – 15. (See the Files page. The exercises begin on page 20 of the “Confidence Interval for a Proportion” document.)

 

November 3

 

My office hours today are cancelled. Additional hours:

Tomorrow from 1 – 2.

Wednesday from 1:45 – 2:45.

 

Confidence Interval for a Proportion p: Sample size determination.

Read Chapter 7, Section 2 pages 328 – 330.

Practice Exercises: 7-2 page 332: 25, 27, 41, 43.

Practice Exercises Set #3: 1, 2 (part c – replace “while” with “which”), 3a, 4 (See the Files page. These exercises begin on page 26 or so of the “Confidence Interval for a Proportion” document.)

 

 

October 31

 

Midterm 2.

 

If – for whatever reason – you weren’t present for the exam: Arrive at my office (308 Snygg) by 12:35 on Monday, with a calculator, and ready to take the alternate exam.

 

Coverage

 

Assigned reading

The Slippery Art of Polling

 

Continuous Distributions (Densities)

Area under the curve

Special Cases: Uniform, Exponential, Normal

 

Probability

Multiplication Rules, Complements, Sampling with (out) replacement

 

Binomial Distribution

Identify Binomial setting, n and p; Excel for probabilities; mean & standard deviation; interpret

 

Confidence intervals for estimating a proportion (7-2)

 

October 29

 

Here is the formula sheet for the 2nd midterm – Friday (Halloween)

 

Assigned reading for Monday:

 

Polls Apart: Why polls vary on [sic] presidential race

 

Love, Sex and the Changing Landscape of Infidelity

 

Sit in every other seat for the midterm. Do not sit in the back row.

 

If illness or family matters force you to miss the exam:

·         Bring appropriate documentation with you when you return to class ready to take the exam.

·         You must check the course calendar for announcements.

 

October 27

 

 

Read Chap 7, Sec 2, through the middle of page 328. Then read from the top of page 330 (“Common Errors”) through the end of the Example on page 331.

 

Practice Exercises

The exercise on the handout (solutions are provided)

7-2 page page 332: 3 – 23 odd, 29, 33a, 37, 39

 

October 24

 

Read 7-2 in the text.

 

October 22

 

Assignment: Handed out. Due Friday. #3 should read as follows:

 

Determine the probability that at least 21 of deaths occur on the 3rd of the month.

 

Binomial Distribution, Sections 5-3 and 5-4

 

Practice Exercises Handed Out

·         Exercise Set 1

·         Exercise Set 2: 1a, 2b, 3c, 5 – 8.

·         Exercise Set 3

 

These sets are online, along with some notes. Excel Instructions are also online. See the Files page.

 

October 20

 

Assignment: Handed out. Due Friday. See the instructor for a copy. Follow instructions.

 

Reading: Binomial Distribution

Sections 5-3 amd 5-4.

We will use Method 3 (Technology – in particular Excel) to compute probabilities. You are not responsible for Methods 1 and 2.

 

Excel Instructions

Brief version: page 230

Detailed version: Document posted online

To be demonstrated in class

 

Practice Exercises: Binomial Distribution

Section 5-3, page 220 :

2, 5-12, 25 – 28

Use Excel for these: 19, 23, 29, 31, 35

Section 5-4, page 220.

4, 5 – 19 odd, 20

 

October 17

 

Practice Problems: The exercise set is handed out. Solve 5, 6, 8 and 9.

 

October 15

 

Practice Problems: The exercise set is handed out. Solve 1-3, 4a-d. (See the Files page for a these as well as some notes: More Probability.)

 

October 13

 

Normal distributions (Section 6-3) Quiz Wednesday.

 

Reading: Section 4-2 (ignore the “Odds” section if you wish), and Section 4-4 and the material on complements from 4-5.

 

Practice Exercises

·         Section 4-2: 1, 2, 3 – 15 odd.

·         Section 4-4 page 165: 5 – 13 odd.

#11 is particularly appropriate

·         Section 4-5 page 171: 1 – 7 odd, 17, 18, 19

#17-19 are particularly appropriate

 

 

October 8

 

More on the Normal distributions. Plus a video.

Math 158 Assignment For Wednesday 10/8/08

Come to class ready for a quiz on this, first thing Monday.

Read “The Slippery Art of Polling,” by Sharon Begley, in the October 6, 2008 issue of Newsweek. Then reread it carefully.

Write a list of reasons why polls might be skewed.

Do pollsters generally adjust for the following?

Gender                        Age                 Party Identification

Why is Party ID surprisingly “fluid?” (What does “fluid” mean in this context?)

Suppose on election day McCain wins. Does this mean that the October 8, 2008 poll having Obama leading with 55% (error margin ±3%) is incorrect? Explain.

October 6

 

Normal distributions. Bring a copy of both pages of Table A2 in the text (it’s found in the rip-out section, or in the appendix, or in the back flap).

 

Reading

Sections 6-2 and 6-3. Only 6-3 will be tested, as 6-3 requires 6-2.

 

Practice Exercises

Section 6-2 page 257 1-27 odd, 29-44.

Section 6-3 page 266: 1, 2, 5-23 odd, 27.

 

Solutions to evens

 

Note: Solutions were obtained using software, which has more precision in handling Normal probabilities/areas than does Table A2. If you use Table A2, you ought to get results very close or equal to those shown here.

 

Section 6-2. 30) 0.6827. 32) 0.9995. 34) 0.0500. 36) 0.0500. 38) -0.67. 40) -2.33 and +2.33. 42) a) 0.5774, b) 0.6827, c) quite different. 44) 51.00 and 0.58.

 

Section 6-3. 2) 0 and 1.

 

October 3

 

Exponential Distributions. Notes and the Exercise Set for practice are handed out (see the Files page for a copy).

Exercises 4 – 7, 9 – 11, 13.

 

October 1

 

Midterms returned.

 

Uniform Distributions. Notes and the Exercise Set for practice are handed out (see the Files page for a copy).

Exercises 1, 2, 3, 8, 12.

 

September 29

 

Continuous Variables. Today’s material falls along with reading from 6-1 and 6-2 through the end of the “Class Length” example on page 249. Some notes from today are posted online (see the Files page for a copy) along with the exercise set and solutions.

 

Practice Exercises: Handed out.

Problem C: The vertical grid lines didn’t print well. Draw them in at every 2.5 cm increment. The horizontal grids are at every 0.005. (You also may download the document (Files) and reprint it at full size.)

 

September 26

 

Midterm 1.

 

September 24

 

We went over the assignment and a problem.

 

September 22

 

Formula sheet (pdf) for the midterm Friday

 

Midterm 1 is Friday. Coverage is through the assigned material on September 19 (see below).

 

Exam guidelines

 

The seats on either side of you must be empty.

Bring your calculator. There is no assurance of extras. Check batteries beforehand.

Phones and other PEDs must be stowed and silent.

If your device makes a sound, you are done with the exam.

If your device is seen after the exam starts, you forfeit your exam.

Emergencies: Should a documentable emergency force you to miss the exam…

…you are expected to be prepared for the exam Monday during class, unless…

…the emergency is documented through the weekend, in which case you will be granted a further exception.

 

Main topics

 

Percentiles

Compute them

Interpret them

5 # summary / Range / IQR / Boxplots

 

Histograms / dotplots

Shapes of distributions: Skew/Symmetry

 

Mean & Standard deviation

Compute quickly

Interpret

(mean: distance to all data above = distance to all below ; St dev = typical deviation from mean)

Range rule of thumb

 

Relations among

Percentiles / Boxplots / IQR / Range

Histograms / Shapes

Mean & Standard Deviation

 

Probability distributions

Probabilities as long run relative frequencies

Probabilities as population relative frequencies

Computing the mean

Computing the standard deviation for a small table

Using the formula for a mean to quickly approximate the mean from a histogram using midpoints and relative frequencies.

 

September 19

 

Midterm 1 next Friday. Coverage through today’s assigned material. The formula sheet will be available online by Monday.

 

Practice Exercises on the handout (see the Files page for a copy – the exercise set is at the end of the “Discrete Variables” document): Do 1 - 4, 6, 7.

 

September 17

 

Read 5-2 through page 205.

 

Practice Exercises 5-2: 1, 3, 5, 6 - 10.

 

Solutions

 

6. c and e are continuous.

8. This is not a probability distribution. The probabilities sum to 0.977.

10. The mean is 4.0 and the standard deviation is 0.2.

 

September 15

 

60 second quiz today.

 

“Tying it Together” exercises 2, 4 and 8. See the Files page for a copy.

 

Range Rule of Thumb

            Reading

                        Section 2-3, pages 98 - 99

            Practice Exercises

                        page 108: 29-32.

 

We will start talking about Chapter 5 today.

 

September 12

 

“Tying it Together” exercises were assigned Wednesday. I will discuss these during the first half of class Monday. See the Files page for a copy.

 

60 second quiz Monday.

 

September 10

 

Quizzes were returned.

 

The 60 second quiz: Determine and write down the mean and standard deviation of an n = 10 data set in under 60 seconds. Monday.

 

Exercise set “Tying it Together.” Practice for Friday: 1, 3, 5, 6, 7. I will discuss most of these during the first half of class Monday. See the Files page for a copy.

 

An assignment (Minitab) is available (not posted online – see the instructor for a copy); it is due Sep 17.

 

September 8

 

Sections 3-1 through 3-3 are assigned as reading.

 

In 3-2 you may skip “Mean From a Frequency Distribution” and “Weighted Mean.” We also will not be emphasizing the midrange and the mode.

 

In 3-3 you are responsible for pages 92 – 95 and 98 – top of 101.

 

We won’t be worrying at this stage about the distinction between sample and population means nor standard deviations. We’ll just deal with sample values.

 

Practice Exercises

·         Section 3-2 page 86: 2, 3, 7, 9, 15, 19.

·         Section 3-3 page 104: 2, 7, 9, 15, 19, 29, 31

 

September 5

 

Discussion and worksheet with Boxplots.

Boxplots are described on pages 120 – 126.

 

Practice Exercises

Page 131: 5

Page 127: 1-3, 5, 6

 

September 3

 

Quiz Friday 9/5 covering the exercises on interpolation and percentiles.

·         Formulas for interpolation and percentiles will be provided.

·         It will be short, at the end of class.

·         Bring your calculator. (No cell phones for this.)

 

Our study of graphs will be brief.

·         Read Sections 2-2, 2-3, and the short part of 2-4 concerning dotplots.

·         Boxplots are described on pages 120 - 126

·         Terminology on basic distribution shapes is at the bottom of page 85.

·         For notes and the presentation slides, see the Files page.

 

Practice Exercises Section 2-3, pages 54 – 56: 5, 6, 7, 13, 17

 

August 29

 

Percentiles: Practice exercises handed out in class. For notes and the presentation slides, see the Files page. (The exercises are at the rear of the notes.)

 

Quiz Friday Sep 5 on interpolation and percentiles.

 

August 27

 

Take a look at this graph, produced from past data on Math 158. What does this tell you?

 

The syllabus is our contract. You must read it.

 

                           Section 800 Syllabus

 

In the text…

 

Take C-S to mean “Section S of Chapter C.” So, for instance, “Read 1-2” means “Read Chapter 1 Section 2.” (This is the numbering system used in the book.) Our coverage of Chapters 1, 2 and 3 will go by quickly.

 

Read 1-1 and 1-2 through the first paragraph on page 7.

 

Practice exercises on interpolation have been handed out in class. Class notes, as well as the exercises (which were handed out in class) are available from the Files page. Problems 6 – 10 are the important ones; especially 10.

 

A quick assignment was handed out. It is due Friday. Here’s the link to Mapquest.

 

http://www.mapquest.com/directions/main.adp?bCTsettings=1