Problem

State whether the standardized test statistic $z$ indicates that you should reject the null hypothesis. (a) $z=1.889$ (b) $z=1.988$ (c) $z=-1.725$ (d) $z=-2.068$ (b) For $z=1.988$, should you reject or fail to reject the null hypothesis? A. Fail to reject $\mathrm{H}_{0}$ because $z>1.960$. B. Reject $\mathrm{H}_{0}$ because $\mathrm{z}>1.960$ C. Reject $\mathrm{H}_{0}$ because $-1.960

Solution

Step 1 :Given the standardized test statistic $z=1.988$

Step 2 :We are asked to determine whether we should reject or fail to reject the null hypothesis

Step 3 :The null hypothesis is typically rejected if the absolute value of the z-score is greater than 1.96 (for a confidence level of 95%)

Step 4 :This is because a z-score of 1.96 or higher (or -1.96 or lower) indicates that the observed data is very unlikely under the null hypothesis (less than 5% chance)

Step 5 :Therefore, if the z-score is greater than 1.96 or less than -1.96, we reject the null hypothesis

Step 6 :In this case, the z-score is 1.988, which is greater than 1.96

Step 7 :\(\boxed{\text{Therefore, we should reject the null hypothesis}}\)

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