In: Statistics and Probability
Isabel Myers was a pioneer in the study of personality types. She identified four basic personality preferences that are described at length in the book Manual: A Guide to the Development and Use of the Myers-Briggs Type Indicator, by Myers and McCaulley.† Marriage counselors know that couples who have none of the four preferences in common may have a stormy marriage. A random sample of 375 married couples found that 295 had two or more personality preferences in common. In another random sample of 577 married couples, it was found that only 23 had no preferences in common. Let p1 be the population proportion of all married couples who have two or more personality preferences in common. Let p2 be the population proportion of all married couples who have no personality preferences in common. (a) Find a 99% confidence interval for p1 – p2. (Round your answers to three decimal places.) lower limit upper limit
i am using minitab to solve the problem.
steps :-
stat
basic statistics
2
proportions
select summarized data
in sample 1,type 295 in number of events and 375 in number of
trials,in sample 2 ,type 23 in number of events and 577 in number
of trials
options
in confidence level type 99
in
hypothesized difference type 0
select
alternative hypothesis as difference
hypothesized difference
ok
ok.
needed part of minitab output be:-
Test and CI for Two Proportions
Method
p1: proportion where Sample 1 = Event |
p2: proportion where Sample 2 = Event |
Difference: p1-p2 |
Descriptive Statistics
Sample | N | Event | Sample p |
Sample 1 | 375 | 295 | 0.786667 |
Sample 2 | 577 | 23 | 0.039861 |
Estimation for Difference
Difference | 99% CI for Difference |
0.746805 | (0.688415, 0.805195) |
CI based on normal approximation ]
**SOLUTION**
the 99% confidence interval for (p1 – p2) is:-
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