Solution One Sample Sign Test

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  • 8/3/2019 Solution One Sample Sign Test

    1/9

    Solution:

    1. = 0.05, n = 35, plus sign = 9, minus sign = 26

    Step 1:

    H0 = M = 150

    H1 = M 150

    Step 2:

    Since n 12, we use z-test,

    z =

    where, x = smaller number +/- sign

    n = sample size

    z =

    z = -2. 7045

    Step 3:

    Since = 0.05, so the critical value is 1.96.

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    Step 4:

    Since -2.7045 are greater than -1.96, so we reject H0

    Step 5:

    There is enough evidence to reject the claim that the median = 150

    Using P-Value Method:

    Step 1:

    H0 = M = 150 (claim)

    H1 = M 150

    Step 2:

    Since n 12, we use z-test,

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    z =

    where, x = smaller number +/- sign

    n = sample size

    z =

    z = -2. 7045

    Step 3:

    P(Z > -2.70449)

    Using calculator we get, P-value : 0.0034205

    Since it is two tailed case, so P-value is 2(0.0034205) = 6.841 x 10-3

    Step 4:

    Since 0.0034205< 0.05, so we reject H0

    Step 5:

    There is enough evidence to reject the claim that the median = 150

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    2. Step 1: State the hypotheses and identify the claim.

    H0:M 8 (claim) H1: M < 8

    Step 2 : Find the critical value.

    Since =0.05, n =50 and this is a left-tailed test, the critical value is

    -1.96,obtained from the table of standard normal distribution, Table A.2.

    Step 3: Compute the test statistic

    z= =-0.99

    step 4 : Make the decision

    Since the test statistic of -0.99 is greater than -1.96, do not reject the null hypothesis.

    Step 5: Conclusion

    There is not enough evidence to reject the claim that the median lifetime of the washers is

    at least 8 years.

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    Using P-value method:

    State the hypotheses and identify the claim.

    H0:M 8 (claim) H1: M < 8

    Compute the test statistic

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    z =

    = -0.98995

    Using calculator,

    P-value = P(Z< - 0.98995)

    = 0.1611

    Since 0.1611> 0.05,

    Do not reject H0.

    Not enough evidence to reject the claim.

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    3. Step 1:

    H0 = M 97.5

    H1 = M < 97.5 (claim)

    Step 2:

    k = 2, n = 11

    Using table A.1,

    P(k 2 | 11) = 1.7651

    Step 3:

    Since 1.7651 > 0.05,

    Do not reject H0.

    Step 4:

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    Not enough evidence to support the claim.

    4. Step 1:

    H0 = M 8.41

    H1 = M > 8.41 (claim)

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    Step 2:

    Since n 12, we use z-test,

    n = 15, k = 3

    z =

    z = -2. 06559

    Step 3:

    P(Z > -2.06559)

    Using calculator we get, P-value : 0.019434

    Step 4:

    Since 0.019434 < 0.05, so we reject H0

    Step 5:

    There is enough evidence to support the claim that the median = 8.41