Math 151 , Fall 2006, Wednesday Sept. 13, Day 9 Hit Reload..After Class

HW Day 9  To do for Monday:  Ch. 3 continued. We WILL use table A.   Moore doesn't separate out reading the z-table in the following; focus on just the z-table parts on first reading, then reread:  p. 76-80, Cum. proportion and  normal.  "Check" 3.22, 3. 23. "Backward" from prop. to z pp. 81-83.  
Hand in MONDAY: 
----- Using table with "z"'s--standard normal.---------
Table use--z: Always sketch a normal curve first, mark the area you are looking for!  Do these with the Applet: Normal Density Curve on your CD or at   http://www.whfreeman.com/bps/, and check with your table answers.  (Uncheck the 2-tail box for most uses. Mean 0, s.d. 1) 
  p.80 3.10 z's to proportions, using Table A.
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Begin the rest, especially the Applet work, but don't hand in--will be part of Day 11's work
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"Backward"--z ----------
Always sketch a normal curve first, roughly mark the proportion=area you are given. 
p.86, 3.13 (backward z) Do with table, check using Applet: Normal Density Curve on your CD or at   http://www.whfreeman.com/bps/.
p. 89, 3.52  Quartiles of normal dist.    Use the Applet and also, use table A to find the quartiles.  Your answers may differ in the second decimal place because the Applet only goes by .02's on the z-axis --.64, .66, .68... and Table A goes by .01's.

= = = =  Using table with "x"'s--"raw" values. = = = =
Begin these by drawing and labeling the appropriate normal curve for each question, leaving space for computation.  Then use the Applet: Normal Density Curve on your CD or at   http://www.whfreeman.com/bps/. to find the required values.  Write these on your paper.  Next, calculate the values using Table A.  Your answers from each method should be very close (the Table gives a bit more accuracy than the Applet.)
p. 87, 3.37 Jacob's score, and 3.39 top score. Mean, s.d. are before 3.32 on p. 86.
p. 87, 3.46 surprising difference in tails
 A. , What proportion of pregnancies last 310 days or more? Find Mean and s.d. in p.74, 3.7 (see below **) 
 p. 80-81 3.11 and 3.12 (locomotive adhesion, 2 dist's) 
-------- "Backward Normal"-----------
Begin these by drawing and labeling the appropriate normal curve for each question, leaving space for computation.  Then use the Applet: Normal Density Curve on your CD or at   http://www.whfreeman.com/bps/. to find the required values.  Write these on your paper.  Next, calculate the values using Table A.  Your answers from each method should be very close (the Table gives a bit more accuracy than the Applet.)
p. 83, 3.14 IQ test
p. 87, 3.41 Abigail, top 20%.  Mean, s.d. are before 3.32 on p. 86.
p. 87, 3.42  quartiles  Mean, s.d. are before 3.32 on p. 86.

p. 179, 7.27 breaking bolts, (a, b +).  For (a), think carefully about which side of 90 you want: Does a bolt that breaks at 95 ksi qualify?  Does a bolt that breaks at 85 ksi qualify?   ALSO:  If they test every bolt and  throw away all bolts that break at 70 ksi or below, what proportion do they throw away?
Read, to discuss  Optional (more practice) 
 
 
 

p. 86 3.30 z's to proportions
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  Above for Monday

"Backward" 
p. 86, 3.31 (backward z)
p. 89, 3.53
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p. 87, 3.43, quintiles Mean, s.d. are before 3.32 on p. 86.  Quintiles are used by the government to report much economic census data.
 
**[In 1973] the following item appeared in Dear Abby's column:
     Dear Abby: You wrote in your column that a woman is pregnant for 266 days. Who said so? I carried my baby for ten months  and five days, and there is no doubt about it because I know the exact date my baby was conceived. My husband is in the Navy  and it couldn't have possibly been conceived any other time because I saw him only once for an hour, and I didn't see him again  until the day before the baby was born. I don't drink or run around, and there is no way this baby isn't his, so please print a retraction about that 266-day carrying time because otherwise I am in a lot of trouble.
                                                                               San Diego Reader
Abby's answer was consoling and gracious but not very statistical:

     Dear Reader: The average gestation period is 266 days. Some babies come early. Others come late. Yours was late.

The question here is not whether the baby was late. That fact is already known. At issue is the credibility of the length of the delay. Ten months and five days is approximately 310 days, which means that the pregnancy exceeded the norm by 44 days. [How unusual is that?]


Exam 1  next time, Friday Sept. 15, Day 10, in class, closed book but bring ONE SHEET of notes.   Bring a simple calculator.  I will NOT give you copies of the Normal table; you should know the 68-95, 99.7% rule, which will be enough to do any Normal distribution problems.
 You may start as early as 9 a.m.; come to the classroom.  Write on today's sign-in if you plan to do that.  You may stay later, if you don't have another class.  If you want more than an hour and have classes before and after, see or email me to make a plan.
Covers through Monday's assigned HW.  You will need to read SPSS output, but not tell how to produce any. You will need to calculate "by hand" a standard deviation for four numbers. (As well as medians, quartiles, etc.)   Problems like HW + some true-false or multiple choice types.   See sample exam.
= = = = = = = = = = = = = = = = = = =
 Homework questions?  Day 8  Day 7 for examples   SPSS Homework (Day 6) due date postponed to Monday, due to bugs.  See SPSS Info.
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Questions about exam?
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New material:  Reading normal table,  Standard Normal N(0,1) first:  Day 8
Got halfway through Standard Normal Wednesday.
Standardizing: (review) A "raw value" x is standardized by telling how many standard deviations above the mean it is.
    Find z:  Subtract the mean from x.  Now you know how far "above" the mean x is, in "raw" units. (If it's below the mean, the number will be negative.)  Find how far this is in "standard deviations" by dividing by the standard deviation.
That's the z-score.

Standardizing:   A way of comparing an individual against its pack.
                                Comparing individuals from different packs, each relative to its own.
                        Removes "units of measurement" from the discussion.
                        Enables use of the standard normal table.

Examples: ("Classic IQ test", mean 110, s.d. 25)
  85 is 1 s.d. below the mean.  Computation:  z = (85 110)/25 = (–25 raw points)/25 = –1 s.d. from mean.
 145 is how many s.d.'s above the mean?
                Computation: z = (145110)/ 25=  (35 raw points above mean)/25 = 1 2/5 = 1.4 s.d. above mean

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"What proportion"problems:  BPS4e pp. 78-80

Example:  Proportion with scores between 100 and 145?

x = 145 gives z = 1.4  (done above.)      Area to left of z = 1.4 is .9192
x = 100 gives z =  –.4                           Area to left of z = –.4 is  .3446
                                                Desired area = Difference=  .5746;  about 57%.  Looks about right from picture.

or   P ( 100 < x < 145)  = P ( –.4 < z < 1.4) = P( z < 1.4) – P(z < –.4) = .9192 – .3446 = .5746
     Read "Proportion of x's with 100 <x<145"  for P(100<x<145)
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"Backward problems"  "What raw (x) value has area ___ to the left/right of it?"   BPS4e pp. 81-83.
        Sketch  the curve, labeled with x values and z values, and the Area, roughly.
        Restate (if needed) as "What z value has area A to the LEFT of it."
        Look in body of table for the value closest to A.
        Go to edge(s) of table to find what z that goes with.
        Convert the z to an x: z is the number of standard deviations above the mean.
            Multiply z by the size of 1 standard deviation.  Now you have distance above the mean, measured in raw units.
            Add the mean.  Now you have the "raw" value x. (You have "unstandardized")
Example:  What x value has 10%  of the observations above it?  This is the same x as the one for:
        What x value has 90% of the observations below (to the left of) it.

The table gives z = 1.28, approximately.
The "Classic IQ test"score x= mean + z (s.d.) =  110 + 1.28 (25)=  110 + 32  = 142

Percentiles:  a "Classic IQ test" score of 142 has 90% of the scores at or below it.  142 is the 90th percentile.


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