STAtistics / Mr. Hansen

Name: _______________________________________

4/19/2012

Mr. Hansen’s use only (bonus point for spare batteries): _______

 

Test on Almost Everything (100 pts.)

 

1.

List the 7 steps in the standard procedure we use for hypothesis testing (letters + short summary of what should be done).

 

 

 

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2.

Define each of the following terms, and then use each term in a sentence.

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P-value [as a conditional probability!]

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   Definition: ___________________________________________________________________

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      __________________________________________________________________________

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   Used in a sentence: _____________________________________________________________

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      __________________________________________________________________________

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ES (effect size)

   Definition: ___________________________________________________________________

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      __________________________________________________________________________

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   Used in a sentence: _____________________________________________________________

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      __________________________________________________________________________

 

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bias

   Definition: ___________________________________________________________________

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      __________________________________________________________________________

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   Used in a sentence: _____________________________________________________________

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      __________________________________________________________________________

 

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Type II error

   Definition: ___________________________________________________________________

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      __________________________________________________________________________

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   Used in a sentence: _____________________________________________________________

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      __________________________________________________________________________

 

3.

Suppose that 123 asthma sufferers are randomly divided into a placebo group (59 subjects) and an experimental group (64 subjects) in order to see whether a new medication (Itchalon) is safe and effective. In the placebo group, 15 of the subjects develop an embarrassing rash, and in the experimental group, 21 subjects develop a similar sort of rash. We wish to know whether this rash can be said to be a side effect of Itchalon, or whether the difference in occurrence is plausibly explainable by chance.

 

 

(a)

What is the statistic of interest in the sampling distribution? Give your answer using symbols, not numbers. (Hint: This statistic is actually a difference of 2 statistics.)

 

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(b)

Compute the standard error of the statistic cited in (a), assuming that we are performing a statistical test of the null hypothesis that the rash prevalence is the same regardless of whether Itchalon or a placebo is used. Show all work.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(c)

Compute the standard error of the statistic cited in (a), assuming that we are trying to find a confidence interval for the size of that statistic. If the answer is the same as (b), simply say that.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(d)

Check all assumptions for the situation described in #3, and state the test that you would use.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

4.

An SRS of married couples in Fresno reveals the following data:

 

 

 

 

man’s age

woman’s age

 

 

 

 

45

38

 

 

 

 

29

28

 

 

 

 

71

58

 

 

 

 

60

62

 

 

 

 

39

36

 

 

 

 

21

24

 

 

 

 

44

39

 

 

 

 

68

64

 

 

 

 

(a)

Is there evidence of a positive linear correlation between spouses’ ages? Perform all steps (except that you may omit the sketch of the sampling distribution if you wish.) Continue on the blank sheet provided, since there is not enough room below for the entire writeup.


 

(b)

Compute the standard error of the LSRL slope. Use correct notation for your answer. Work is optional.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(c)

Compute a 95% confidence interval for the LSRL slope. Show work.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(d)

State the value of the LSRL slope and interpret it in the context of this problem.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(e)

Estimate the age of a Fresno wife if the husband is 55 years old. Show work and correct notation.