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kari74 [83]
3 years ago
12

An advertisement for a new toothpaste claims that it reduces cavities of children in their cavity-prone years. Cavities per year

for their age group are normal with mean 3 and standard deviation 1.
A study of 2500 children who used their toothpaste found an average of 2.95 cavities per child. Assume that the standard deviation of the number of cavities of a child using this new toothpaste remains equal to 1.
(a) Are these data strong enough, at the 5 percent level of significance, to establish the claim of the toothpaste advertisement? Use the test statistic approach.
(b) Without doing any recalculation, do you think there would be a change in the conclusion in part (a) if you decrease the level of significance to 1 percent? Explain your answer.
Mathematics
1 answer:
Rudik [331]3 years ago
5 0

Answer:

strong enough, at the 5 percent level of significance, to establish the claim of the toothpaste advertisement

Step-by-step explanation:

Let X be the Cavities per year for their age group

X is N(3,1)

Population mean and std deviation are given here

Sample size n = 2500

Sample mean = 2.95

Let us create hypotheses as

H_0: \bar x = 3\\H_a: \bar x

(left tailed test)

Mean difference = 2.95-3=-0.05\\

Std error of mean = \frac{\sigma}{\sqrt{n} } \\=0.02

Z= mean difference/std error = -2.5

Level of significance =5%

For one tailed test at 5% significance level Z critical = -1.645

Since -2.5 <-1.645 we reject null hypothesis

These data are  strong enough, at the 5 percent level of significance, to establish the claim of the toothpaste advertisement

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A study of 800 homeowners in a certain area showed that the average value of the homes was $82,000, and the standard deviation w
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4 0
2 years ago
A researcher compares the effectiveness of two different instructional methods for teaching physiology. A sample of 178 students
xxTIMURxx [149]

Answer:

critical value = 1.645

The 90% confidence interval = ( -22.62, -17.58)

Step-by-step explanation:

Given that:

the sample  size n_1 = 178

the sample size n_2 = 226

the sample mean \overline x_1 = 54.4

the sample mean \overline x_2 = 74.5

population standard deviation \sigma_1 = 18.58

population standard deviation \sigma_2 = 9.52

level of significance ∝ = 1 - 0.90 = 0.10

The critical value for Z_{\alpha/2} = Z _{0.10/2} = Z_{0.005} is 1.645

For the construction of our confidence interval, we use 90% since that is used to find the critical value.

∴

The margin of error = Z \times\sqrt{\dfrac{\sigma_1^2}{n_1} + \dfrac{\sigma_2^2}{n_2}}

1.645 \times\sqrt{\dfrac{18.58^2}{178} + \dfrac{9.52^2}{226}}

1.645 \times\sqrt{\dfrac{345.2164}{178} + \dfrac{90.6304}{226}}

1.645 \times\sqrt{2.34042}

\simeq 2.52

The lower limit = ( \overline x_1 - \overline x_2) - (M.O.E)

= ( 54.4-74.5) - (2.52)

= -20.1 - 2.52

= -22.62

The upper limit = ( \overline x_1 - \overline x_2) + (M.O.E)

= ( 54.4-74.5) + (2.52)

= -20.1 + 2.52

= -17.58

The 90% confidence interval = ( -22.62, -17.58)

6 0
3 years ago
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