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Suppose you carry out a significance test of H0:μ=5versus H0:μ>5based on a sample of size n =20 and obtain t = 1.81.

(a) Find the P-value for this test using (i) Table B and (ii) your calculator. What conclusion would you draw at the 5% significance level? At the 1% significance level?

(b) Redo part (a) using an alternative hypothesis ofH0:μ≠5

Short Answer

Expert verified

a. The p-value is0.0431

b. the p value is 0.086

Step by step solution

01

Introduction

A p-value estimates the probability of obtaining the noticed outcomes, it is consistent with expectations that the invalid hypothesis. The lower the p-esteem, the more prominent the statistical significance of the noticed difference

02

Explanation Part (a)

the sample size n = 20

t= 1.81

the hypotheses are,

H0:μ=5Ha:μ>5

calculating the degree of freedom we have,

df=n−1=20-1=19

The p-value is,

=P(t>|t|)=P(t>|1.81|)=0.0431

The p-value is greater than the significance level α=0.01and less than the significance level α=0.05

The null hypothesis is rejected and hence the evidence is not sufficient.
03

Explanation Part (b)

the sample size n = 20

t= 1.81

the null and alternative hypotheses are,

H0:μ=5Ha:μ≠5

The degree of freedom is 19

calculating the p value for two tailed test,

=2×P(t>|t|)

=2×P(t>|1.81|)=2×0.0431=0.086

Since the p-value is greater than the significance levels the null hypothesis is not rejected.

Hence there is sufficient evidence.

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