STAtistics / Mr. Hansen |
Name: _______________________________ |
9/21/2011 |
READ INSTRUCTIONS IN EACH PART!
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Test #1 (100 points): Chapters 1-2 plus Class
Discussions
General Instructions:
§ Calculator use is permitted throughout today’s test.
§ If you have spare batteries, raise your hand for a small bonus.
§ All final numeric answers should be correct to at least 3 decimal places. Do not round until the end.
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Part I: Fill-Ins and Notation (2 pts. per blank, 30
pts. in all). |
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1. |
Our course, statistics,
involves the study and analysis of data. A statistic is a __________ computed
from __________ . Statistics are used for the
purpose of estimating _____________ , and the latter
word (in the singular) means a number that ___________________________________________
. Statistics is not the same as
mathematics but can be thought of as a branch of _______________ mathematics.
Throughout the entire course, we will allow the symbol |
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2. |
A batting average for a
baseball player’s season can be thought of as a ____________ mean (relative
to his or her entire career). The notation for this type of mean is __________ . |
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3. |
The mean height of women in
America is approximately 65 inches, with a standard deviation of 2.5 inches.
The true mean height of women is a __________________ (write “parameter” or “statistic”)
and therefore cannot ever be known by human beings. However, we can refer to
the true mean height and true standard deviation of women’s heights by the
symbols ____________ and ____________ ,
respectively. |
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4. |
The square root of the
sample variance is the sample _______________________________ , denoted __________ . |
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5. |
If the true relationship
between two quantitative variables is linear, then the true linear
correlation coefficient is denoted |
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Part II: Quickie Computations (6 pts. per numbered
problem, 30 pts. in all). |
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6. |
Six randomly chosen men
have heights of 66, 68, 69, 70, 70, and 71 inches. Their shoe sizes are, in
order, 9, 9, 10, 11, 10.5, and 11.5. If x
= height and y = shoe size, give
the equation of the LSRL (least-squares regression line) that predicts shoe
size as a function of height. Correct notation is required. |
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_________________________________________________________________________ |
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7. |
To the nearest tenth of a
percentage point, what percentage of the variation in shoe size in #6 can be
predicted from the variation in height? __________ What percentage of the
variation in height can be predicted from the variation in shoe size? __________ |
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8. |
Compute the standard
deviation of height in #6, and express that standard deviation using correct
notation: ___ = ________ . |
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9. |
Compute the 5-number summary
of the shoe sizes in #6: ____ , ____ , ____ , ____ , ____ |
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10. |
Use correct notation to
state the sample mean height in #6, as well as the sample median. The median
is sometimes also denoted M. |
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Part III: Critical Thinking Essays (10 pts. each, 30
pts. in all). |
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11. |
Give a sketch of a scatterplot showing (a) r close to –1, and (b) r
close to 0. Then answer this question: (c) If r is close to 0, can we conclude that the scatterplot
has no patterns? ______ If yes, explain how you can conclude that there are
no patterns. If no, explain why there may be some patterns (and you may also
want to give another scatterplot or two in your
answer to (b)). |
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12. |
Hospital A has a mortality
rate of 0.03 for inpatients and 0.005 for outpatients. Hospital B has a
mortality rate of 0.04 for inpatients and 0.009 for outpatients. Which
hospital is better? |
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13. |
In our class, we define bias as any situation in which a
statistic is systematically drawn to the high or low side of the true
parameter value. Three common types of bias are nonresponse
bias, in which the people who fail to respond to a survey are fundamentally
different in some way from those who choose to respond; voluntary response
bias (the flip side, if you will, of nonresponse
bias), in which the people who respond tend to be those with the strongest
opinions (which are usually not representative of the population); and
response bias (a.k.a. lying). Another type of bias can be called “experimenter
bias,” sometimes called “conflict of interest bias.” Explain why a medical researcher,
especially if he or she holds stock in a pharmaceutical company, should not interact
with patients in a single-blind clinical trial to evaluate the effectiveness
of a new drug. How would you correct this situation? (Your answer should
include a definition of “single-blind” and whatever strategy you propose to
make the situation better.) |
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Part IV: Head-Scratchers (5 pts. each, 10 pts. in
all). |
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14. |
A cluster sampling
procedure is proposed in which Mr. Hansen, instead of taking an SRS of
students in the refectory, will instead randomly choose 5 numbers from 1 to
36, and then use those 5 tables (everyone at the table,
that is) as subjects in his survey. The survey is designed to estimate
the average value of the 9th digit of people’s social security numbers
(SSNs), which as you know, are assigned sequentially by the Social Security
Administration, normally shortly after birth. Is there bias in Mr. Hansen’s
survey design? _____ If so, list the type(s) of bias, with no explanation
required. If not, explain why not. |
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15. |
Why is Mr. Hansen
absolutely fanatical about requiring the lowercase z to be crossed? |