Chapter 8: Q4E (page 452)
Refer to Exercise 11.3. Find the equations of the lines that pass through the points listed in Exercise 11.1.
Short Answer
- y = x
- y = 3 – x
- y = (6/5) + (x/5)
- y = (15/4) + (9x/8)
Chapter 8: Q4E (page 452)
Refer to Exercise 11.3. Find the equations of the lines that pass through the points listed in Exercise 11.1.
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Get started for freeIndependent random samples from normal populations produced the results shown in the next table.
Sample 1 | Sample 2 |
a. Calculate the pooled estimate of .
b. Do the data provide sufficient evidence to indicate that ? Test using .
c. Find a confidence interval for .
d. Which of the two inferential procedures, the test of hypothesis in part b or the confidence interval in part c, provides more information about ?
The “last name” effect in purchasing. The Journal of Consumer Research (August 2011) published a study demonstrating the “last name” effect—i.e., the tendency for consumers with last names that begin with a later letter of the alphabet to purchase an item before consumers with last names that begin with earlier letters. To facilitate the analysis, the researchers assigned a number, x, to each consumer based on the first letter of the consumer’s last name. For example, last names beginning with “A” were assigned x = 1; last names beginning with “B” were assigned x = 2; and last names beginning with “Z” were assigned x = 26.
a. If the first letters of consumers’ last names are equally likely, find the probability distribution for x.
b. Find E (x) using the probability distribution, part a. If possible, give a practical interpretation of this value.?
c. Do you believe the probability distribution, part a, is realistic? Explain. How might you go about estimating the true probability distribution for x
Gouges on a spindle. A tool-and-die machine shop produces extremely high-tolerance spindles. The spindles are 18-inch slender rods used in a variety of military equipment. A piece of equipment used in the manufacture of the spindles malfunctions on occasion and places a single gouge somewhere on the spindle. However, if the spindle can be cut so that it has 14 consecutive inches without a gouge, then the spindle can be salvaged for other purposes. Assuming that the location of the gouge along the spindle is random, what is the probability that a defective spindle can be salvaged?
Question: Consumers’ attitudes toward advertising. The two most common marketing tools used for product advertising are ads on television and ads in a print magazine. Consumers’ attitudes toward television and magazine advertising were investigated in the Journal of Advertising (Vol. 42, 2013). In one experiment, each in a sample of 159 college students were asked to rate both the television and the magazine marketing tool on a scale of 1 to 7 points according to whether the tool was a good example of advertising, a typical form of advertising, and a representative form of advertising. Summary statistics for these “typicality” scores are provided in the following table. One objective is to compare the mean ratings of TV and magazine advertisements.
a. The researchers analysed the data using a paired samples t-test. Explain why this is the most valid method of analysis. Give the null and alternative hypotheses for the test.
b. The researchers reported a paired t-value of 6.96 with an associated p-value of .001 and stated that the “mean difference between television and magazine advertising was statistically significant.” Explain what this means in the context of the hypothesis test.
c. To assess whether the result is “practically significant,” we require a confidence interval for the mean difference. Although this interval was not reported in the article, you can compute it using the information provided in the table. Find a 95% confidence interval for the mean difference and interpret the result. What is your opinion regarding whether the two means are “practically significant.”
Source: H. S. Jin and R. J. Lutz, “The Typicality and Accessibility of Consumer Attitudes Toward Television Advertising: Implications for the Measurement of Attitudes Toward Advertising in General,” Journal of Advertising, Vol. 42, No. 4, 2013 (from Table 1)
Patron amenability to supply biomass. Relate to the Biomass and Energy (Vol. 36, 2012) study of the amenability of directors to supply biomass products similar to fat hay, Exercise8.20 (p. 469). Recall that independent samples of Missouri directors and Illinois directors were surveyed. Another aspect of the study concentrated on the service directors who were willing to supply. One essential service involves windrowing (mowing and piling) hay. Of the 558 Missouri directors surveyed, 187 were willing to offer windrowing. Of the 940 Illinois directors surveyed, 380 were willing to offer windrowing services. The experimenters want to know if the proportion of directors willing to offer windrowing services to the biomass request differs for the two areas, Missouri and Illinois.
a. Specify the parameter of interest to the experimenters.
b. Set up the null and indispensable suppositions for testing whether the proportion of directors willing to offer windrowing services differs in Missouri and Illinois.
c. A Minitab analysis of the data is given below. Detect the test statistic on the printout.
d. provide the rejection region for the test using a = .01.
e. Detect the p- the value of the test on the printout.
f. Make the applicable conclusion using both the p-value and rejection region approach. Your conclusions should agree.
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