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djyliett [7]
2 years ago
6

A factory that manufactures bolts is performing a quality control experiment. Each object should have a length of no more than 1

5 centimeters. The factory believes that the length of the bolts exceeds this value and measures the length of 75 bolts. The sample mean bolt length was 15.07 centimeters. The population standard deviation is known to be a = 0.26 centimeters. What is the test statistic z? Ex: 1.23 What is the p-value? Ex. 0.123 Does sufficient evidence exist that the length of bolts is actually greater than the mean value at a significance level of a 0.01? ​
Mathematics
1 answer:
xeze [42]2 years ago
3 0

The test statistic z  is 2.33, the p-value corresponding to the test statistic z value is 0.0099.

<h3>What is Probability?</h3>

Probability is the measure of the likeliness of happening of an event.

The mean of the data is 15.07 centimeters

The standard deviation of the data is 0.26 centimeters.

n = 75

Significance Level ∝ = 0.01

According to the null and alternative hypothesis

Hₐ : \rm \mu ≤15  vs H₁ : \rm \mu >15

The test statistic z  is given by

\rm Z = \dfrac{(X-\mu)}{\sigma/\sqrt{n}}

Z = ( 15.07 -15)/(0.26/√75)

Z = 2.33

The p-value corresponding to z value is 0.0099

as p-value < significance level, therefore the H₁ : \rm \mu >15 is acceptable.

No, significant evidence is not present to tell that the length of bolts is actually greater than the mean value at a significance level of 0.01.

To know more about Probability

brainly.com/question/11234923

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In a certain school district, it was observed that 32% of the students in the element schools were classified as only children (
kipiarov [429]

Answer:

We conclude that the proportion of only children in the special program is significantly different from the proportion for the school district.

Step-by-step explanation:

We are given that in a certain school district, it was observed that 32% of the students in the element schools were classified as only children (no siblings).

However, in the special program for talented and gifted children, 135 out of 347 students are only children.

<u><em>Let p = population proportion of only children in the special program.</em></u>

So, Null Hypothesis, H_0 : p = 32%     {means that the proportion of only children in the special program is equal to the proportion for the school district}

Alternate Hypothesis, H_A : p \neq 32%     {means that the proportion of only children in the special program is significantly different from the proportion for the school district}

The test statistics that would be used here <u>One-sample z proportion statistics</u>;

                         T.S. =  \frac{\hat p-p}{\sqrt{\frac{\hat p(1-\hat p)}{n} } }  ~ N(0,1)

where, \hat p  = sample proportion of only children in the special program = \frac{135}{347} = 0.39

            n = sample of students = 347

So, <em><u>test statistics</u></em>  =  \frac{0.39-0.32}{\sqrt{\frac{0.39(1-0.39)}{347} } }  

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The value of z test statistics is 2.673.

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Therefore, we conclude that the proportion of only children in the special program is significantly different from the proportion for the school district.

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