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In a study designed to investigate the effects of a strong magnetic field on the early development of mice, ten cages, each containing three 30-day-old albino female mice, were subjected for a period of 12 days to a magnetic field having an average strength of 80 Oe/cm. Thirty other mice, housed in ten similar cages, were not put in the magnetic field and served as controls. Listed in the table are the weight gains, in grams, for each of the twenty sets of mice.

 In Magnetic Field  Not in Magnetic Field \scriptstyle \begin{array}{c} \hline \text { In Magnetic Field } & \text { Not in Magnetic Field } \\ \hline\end{array}

 Cage  Weight Gain (g)  Cage  Weight Gain (g) 122.81123.5210.21231.0320.81319.5427.01426.2519.21526.569.01625.2714.21724.5819.81823.8914.51927.81014.82022.0\scriptstyle\begin{array}{cccc} \text { Cage } & \text { Weight Gain (g) } & \text { Cage } & \text { Weight Gain (g) } \\ \hline 1 & 22.8 & 11 & 23.5 \\ 2 & 10.2 & 12 & 31.0 \\ 3 & 20.8 & 13 & 19.5 \\ 4 & 27.0 & 14 & 26.2 \\ 5 & 19.2 & 15 & 26.5 \\ 6 & 9.0 & 16 & 25.2 \\ 7 & 14.2 & 17 & 24.5 \\ 8 & 19.8 & 18 & 23.8 \\ 9 & 14.5 & 19 & 27.8 \\ 10 & 14.8 & 20 & 22.0 \\ \hline \end{array}

Test whether the variances of the two sets of weight gains are significantly different. Let α=0.05.\alpha=0.05 . For the mice in the magnetic field, sX=5.67;s_{X}=5.67 ; for the other mice, sY=3.18s_{Y}=3.18.

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Answered 1 year ago
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Given:

s1=5.67s_1=5.67

s2=3.18s_2=3.18

n1=n2=10n_1=n_2=10

α=0.05\alpha=0.05

Claim: Different

The claim is either the null hypothesis or the alternative hypothesis. The null hypothesis and the alternative hypothesis state the opposite of each other. The null hypothesis needs to contain an equality.

H0:σ12=σ22H_0: \sigma_1^2=\sigma_2^2

Ha:σ12σ22H_a: \sigma_1^2\neq \sigma_2^2

Compute the value of the test statistic:

F=s12s22=5.6723.1823.1792F=\dfrac{s_1^2}{s_2^2}=\dfrac{5.67^2}{3.18^2}\approx 3.1792

The critical value is given in the F-distribution table in the appendix in the row with dfd=n21=101=9dfd=n_2-1=10-1=9 and in the column with dfn=n11=101=9dfn=n_1-1=10-1=9:

f0.025,9,9=0.248f_{0.025,9,9}=0.248

f0.975,9,9=4.03f_{0.975,9,9}=4.03

The rejection region contains all values smaller than 0.248 and all values larger than 4.03.

If the value of the test statistic is in the rejection region, then reject the null hypothesis:

0.248<3.1792<4.03 Fail to reject H00.248<3.1792<4.03\Rightarrow \text{ Fail to reject } H_0

There is not sufficient evidence to support the claim that the variances are significantly different.

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