Xbar in the first sample: 0.6
Standard Deviation in the first sample: 1.2
Size of the first sample (n1): 13
Xbar in the second sample: 5.2
Standard Deviation in the second sample: 3.0
Size of the second sample (n2): 17
Use the conservative t-test to test the null hypothesis of equality of means. Submit the p-value of your test of significance.
Answer:
Given,
To determine the p value
consider,
H0 : mu1 - mu2 = 0
Ha: mu1 - mu2 != 0
let us consider the test statistics:
Sp = sqrt(((n1-1)*s1^2+(n2-1)*s2^2)/(n1+n2-2))
substitute values
= sqrt(((13 - 1) * 1.2^2 + ( 17-1) * 3^2)/(13+17 -2))
Sp = 2.40
t = (x1 -x2)/Sp *sqrt(1/n1+1/n2)
substitute the given values in above expression
= ( 0.6 - 5.2)/(2.40 *sqrt(1/13 + 1/17))
t = - 5.202
So for t = - 5.202 the p value is 0.00001
Hence we reject the null hypothesis H0 at 0.05 level of significance
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