In: Statistics and Probability
1.)
In a recent poll, 100 people were asked if they liked cats, and
81% said they did. Based on this, construct a 99% confidence
interval for the true population proportion of people who like
cats.
Use the following approximate critical values (z-scores) to perform
the calculations by hand:
--Use z = 1.645 for a 90% confidence interval
--Use z = 2 for a 95% confidence interval
--Use z = 2.576 for a 99% confidence interval.
Give your answers as decimals, to 4 decimal places.
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2.)
If n=480 and ˆpp^ (p-hat) = 0.88, construct a 99% confidence
interval.
Calculate this interval using the 1PropZInt program in your
calculator. Give your answers to three decimals.
< p <
1)
Solution:
Confidence Interval for population proportion(p)
Given,
n = 100 ....... Sample size
Let denotes the sample proportion.
= 81% = 0.81
Our aim is to construct 99% confidence interval.
c = 0.99
= 1- c = 1- 0.99 = 0.01
/2 = 0.01 2 = 0.005 and 1- /2 = 0.995
Search the probability 0.995 in the Z table and see corresponding z value
= 2.576 is the critical value.
Now , confidence interval for population proportion(p) is given by:
0.81 - 2.576* 0.81 + 2.576*
0.81 - 0.1010567131 < < 0.81 + 0.1010567131
0.7089 < < 0.9111
is the required 99% confidence interval for the population proportion....
2)given ,
n = 480
= 0.88
using calculator the required 99% CI for the population proportion is
0.841 < < 0.917