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Part CCSIR NET June 2024a-smaller-statistic-has-a-larger-p-value

A smaller statistic has a larger p value

Observations on the shear strength of concrete from 5 randomly selected structures are given below — structure 1, 2, 3, 4, 5 with shear strength 1718.4, 1787.4, 2562.3, 2356.9, 2153.2 respectively. The null hypothesis that the median shear strength is 2000 units is tested against the alternative hypothesis that the median shear strength is greater than 2000 units at 5% level of significance. Which of the following statements are true?

  1. A.p-value of the sign test is 0.04
  2. B. is NOT rejected at 5% level of significance by the sign test
  3. C.The observed value of Wilcoxon signed rank test statistic W⁺ is equal to 10
  4. D.If ⁺ ≥ 14) = 0.06, then is rejected at 5% level of significance by the Wilcoxon signed rank test

You have the answer. Trap Analysis is why the other three were written.

Not a worked solution repeated four times — the specific reasoning error each wrong option was built to reward.

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50 are analysed free — try those first.

Related counterexample: Any interval of the form [X̄ − (S/√n)t, ∞) with a 90% quantile t is a 90% confidence interval

More on this topic

The chapter behind this: Standard tests and confidence intervals — free to read

From Hypothesis TestingLikelihood ratio and standard tests

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