In: Statistics and Probability
To check whether the popularity of a political candidate is down from 60%, a random sample of 1000 voters is surveyed. K out of 1000 favor the candidate.
If K=580 test the 60% popularity hypothesis at significance level α = .05.
Find the minimal number K that does not reject the 60% popularity hypothesis.
Using Ti-34 calculator
Equations/answer written out using
binomcdf(x,x,x)
Binompdf(x,x,x)
Invnorm
InvT
tcdf
If possible/needed to solve the equation
HYPOTHESIS TEST-
We have to perform one sample proportion test.
We have to test for null hypothesis
against the alternative hypothesis
Our test statistic is given by
Here,
Number of observations
[Using code 'normalcdf(-10,-1.290994,0,1)']
Level of significance
We reject our null hypothesis if
Here, we observe that
So, we cannot reject our null hypothesis.
Hence, based on the given data we can conclude that there is no significant evidence that the popularity of a political candidate is down from 60%.
MINIMAL NUMBER K-
Suppose, minimal number be k.
Then we have as follows.
Number of observations
Level of significance
So, critical value is given by [Using code 'invNormal(0.05,0,1)']
Thus we need,
Hence, the minimal number K that does not reject the 60% popularity hypothesis is 575.