Statistics · Guided Practice

Z Tests

6 questions with answers. Try each one before revealing the answer.

1
A manager compares the defect rate of two machines.
Machine A produced 14\displaystyle 14 defective items out of 500\displaystyle 500; machine B produced 22\displaystyle 22 out of 450\displaystyle 450.
State the null and alternative hypotheses.
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2
Explain why a z-test for proportions, rather than a t-test, is used to compare two defect rates.
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3
A z-test comparing the proportion of adults and teenagers who shop online gives a p-value of 0.214\displaystyle 0.214 and a 95%\displaystyle 95\% confidence interval of [0.08,0.31]\displaystyle [-0.08, 0.31].
State the conclusion at the 5%\displaystyle 5\% level, in context.
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4
A council compares smart meter uptake in two cities. In City X, 312\displaystyle 312 of 500\displaystyle 500 households have one; in City Y, 245\displaystyle 245 of 550\displaystyle 550.
Calculate the proportion for each city.
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5
A z-test on smart meter uptake in two cities gives a p-value of 0.0000002\displaystyle 0.0000002.
State the conclusion at the 5%\displaystyle 5\% level, in context.
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6
State the R Studio command for a z-test comparing 82\displaystyle 82 successes out of 150\displaystyle 150 with 78\displaystyle 78 successes out of 120\displaystyle 120.
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