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Reconsider the situation described in Exercise 81 of Chapter 9 and the accompanying Minitab output (the Greek letter eta is used to denote a median).
Mann-Whitney Confidence Interval and Test

a. Verify that the value of Minitab's test statistic is correct.
b. Carry out an appropriate test of hypotheses using a significance level of .01.

Short Answer

Expert verified

Therefore,

a)\({\rm{w = 41}}\).

b) Reject null hypothesis.

Step by step solution

01

Step 1: Verify that the value of Minitab's test statistic is correct.

a) Toverify that the value of Minitab's test statistic is correct,

The following table represents required data to compute test statistic value.

\(i\)

\({x_i}/{y_i}\)

\({r_i}\)

\(\sum {{r_i}} \)

\(1\)

\(0.43\)

\(2\)

\(2\)

\(1.17\)

\(8\)

\(3\)

\(0.37\)

\(1\)

\(4\)

\(0.47\)

\(3\)

\(5\)

\(0.68\)

\(6\)

\(6\)

\(0.58\)

\(5\)

\(7\)

\(0.5\)

\(4\)

\(m = 8\)

\(2.75\)

\(12\)

\(41\)

\(1\)

\(1.47\)

\(9\)

\(2\)

\(0.8\)

\(7\)

\(3\)

\(1.58\)

\(11\)

\(4\)

\(1.53\)

\(10\)

\(5\)

\(4.33\)

\(16\)

\(6\)

\(4.23\)

\(15\)

\(7\)

\(3.25\)

\(14\)

\(n = 8\)

\(3.22\)

\(13\)

\(95\)

The test statistic value is

\({\rm{w = 41}}\)

which confirms the output.

02

Step 2: To Carry out an appropriate test of hypotheses using a significance level of .01.

b)

When testing null hypothesis

\({H_0}:{\mu _1} - {\mu _2} = {\Delta _0}\)

versus one of the alternative hypothesis, one could use test statistic value

\(w = \sum\limits_{i = 1}^m {{r_i}} \)

where\({r_i}\)is rank of\(\left( {{x_i} - {\Delta _0}} \right)\)in the combined sample of\(m + n{\left( {x - {\Delta _0}} \right)^\prime }{\rm{s}}\)and\({y^\prime }\)s.

The\(P\)-value depends on alternative hypothesis

\(\begin{array}{*{20}{l}}{{\rm{ Alternative Hypothesis }}}&{P{\rm{ - value }}}\\{{H_a}:{\mu _1} - {\mu _2} > {\Delta _0}}&{{P_0}(W \ge w)}\\{{H_a}:{\mu _1} - {\mu _2} < {\Delta _0}}&{{P_0}(W \le w) = {P_0}(W \ge m(m + n + 1) - w)}\\{{H_a}:{\mu _1} - {\mu _2} \ne {\Delta _0}}&{2{P_0}(W \ge \max \{ w,m(m + n + 1) - w)}\end{array}\)

Use Table\(\Lambda .14\)to determine\(P\)-values (use closest value to corresponding significance level to make conclusions).

The null hypotheses of interest, are

\({H_0}:{\mu _1} - {\mu _2} = 0\),versus alternative hypothesis

\({H_a}:{\mu _1} - {\mu _2} < 0,\)

The alternative hypothesis is lower-sided; thus, the\(P\)-value is

\(\begin{array}{l}{P_0}(W \le w) = {P_0}(W \ge m(m + n + 1) - w)\\{P_0}(W \le w) = {P_0}(W \ge 95).\end{array}\)

Using the table in appendix, for\(\alpha = 0.05,m = 8,n = 8,P\)value is

\({P_0}(W \ge 95) = 0.027,\)

the corresponding \(P\)-value is less than\(0.05\). Hence, reject null hypothesis at given significance level, the true average level for exposed infants appears to exceed the unexposed infants by more than \(25\). Do not reject null hypothesis at significance level \(0.01\).

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Most popular questions from this chapter

The urinary fluoride concentration (parts per million) was measured both for a sample of livestock grazing in an area previously exposed to fluoride pollution and for a similar sample grazing in an unpolluted region:

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\(21.3\)

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