Example on logistic regression model

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Reference no: EM138114

1. A researcher was interested in determining whether incentives affect the response rate in surveys. A simple random sample of 50 adult residents of a large city was selected. All were mailed a survey and promised a check upon returning a completed survey. Ten were promised a check for $1.00, 10 were promised a check for $5.00, 10 were promised a check for $10.00, 10 were promised a check for $25.00, and 10 were promised a check for $50.00. The amount ($1.00, $5.00, $10.00, $25.00, or $50.00) promised to each person was determined by randomization. For each person who was sent one of the surveys, the researcher recorded whether or not a completed survey was returned.
We wish to fit a logistic regression model

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where p is the binomial probability of returning a completed survey, and log is the natural logarithm. The fitted logistic regression model is

891_14-17-1.gif

If we increase the amount promised by $1.00, the odds that the survey will be returned increases by how many times?

A. -0.8894 + 0.0516(amount promised)
B. 0.0516
C. 1.0530

2. Could mud-wrestling be the cause of a rash contracted by University of Washington students in the spring of 1992? Two physicians at the University of Washington health center wondered this when one male and six female students complained of rashes after participating in a mud-wrestling event. Questionnaires were sent to students in the residence halls that participated in the event. The questionnaire asked about the appearance of a rash and about attendance at the mud-wrestling event. The results, by gender, are summarized in the following table.

Male Female
Developed rash 12 12
No rash 38 8

The odds that a male who attended the event developed a rash is

A. 0.24.
B. 0.32.
C. 1.00.

Reference no: EM138114

Questions Cloud

Example on natural logarithm : where p is the binomial probability of returning a completed survey, and log is the natural logarithm. The multiple logistic regression output from fitting this model is given below.
Logistic regression model : A researcher was interested in determining whether incentives affect the response rate in surveys. A simple random sample of 50 adult residents of a large city was selected. All were mailed a survey and promised a check upon returning a completed ..
Developing a rash and log is the natural logarithm : Could mud-wrestling be the cause of a rash contracted by University of Washington students in the spring of 1992? Two physicians at the University of Washington health center wondered this when one male and six female students complained of rashes..
X2 test statistic for testing the hypothesis : The amount ($1.00, $5.00, $10.00, $25.00, or $50.00) promised to each person was determined by randomization. For each person who was sent one of the surveys, The value of the X2 test statistic for testing the hypothesis
Example on logistic regression model : Could mud-wrestling be the cause of a rash contracted by University of Washington students in the spring of 1992? Two physicians at the University of Washington health center wondered this when one male and six female students complained of rashes..
What is a 95% confidence interval for the odds ratio : What is the intercept for the logistic regression equation and What is a 95% confidence interval for the odds ratio
Find the odds that a woman wants variety where she shops : The Minneapolis Tribune ran an article on gender differences in shopping behavior. When 400 women were asked to respond to the question "Where I shop is influenced by which store has a greater variety," 60% answered "Yes.
What does the odds ratio mean here : A company wants to know if minorities are more likely to be in certain job categories than others. Their data base codes employees 1 for clerical, 2 for custodial, and 3 for manager. A logistic equation was fit to the data with SPSS.
Fitted logistic regression model : We code middle-aged Americans as 1 and senior citizens as 0, the logistic regression model for senior citizens

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