A random sample of 28 plastic items is obtained, and their breaking strengths are measured. The sample mean is 7.142 and the sample standard deviation is 0.672. Conduct a hypothesis test to assess whether there is evidence that the average breaking strength is not 7.000.

Respuesta :

Answer:

The test statistic t = 1.126 <  1.703 of '27' degrees of freedom at 0.05 level of significance.

null hypothesis(H₀ ) is accepted

There is evidence that the average breaking strength is  7.000.

Step-by-step explanation:

Step 1:-

Given random sample size (n) =28 <30

small sample size n= 28

The sample mean (x⁻) = 7.142

sample standard deviation (S) =0.672

Step 2:-

Null hypothesis :- there is evidence that the average breaking strength is  7.000.

H₀ : μ =7

Alternative hypothesis:-there is evidence that the average breaking strength is  7.000.

H₁ : μ ≠7

The test statistic [tex]t = \frac{x^{-} -mean}{\frac{S}{\sqrt{n} } }[/tex]

Substitute all values and simplification ,

[tex]t = \frac{7.142 -7}{\frac{0.672}{\sqrt{28} } } = \frac{0.142 }{0.1269}[/tex]

t = 1.126

Calculated value is t = 1.126

The degrees of freedom γ = n-1 = 28-1 =27

The tabulated value t= 1.703 at degrees of freedom at 0.05 level of significance.

since  calculated t < tabulated value 't' value of 27 degrees of freedom at 0.05 level of significance.

null hypothesis(H₀ ) is accepted

There is evidence that the average breaking strength is  7.000.