If the mean is 50 and the standard deviation is 5, a value of 60 corresponds to which z-score?

Prepare for the Discovering Statistics Using IBM SPSS Statistics Test with detailed questions and thorough explanations. Enhance your statistical understanding and apply SPSS effectively. Get ready to excel in your assessment!

Multiple Choice

If the mean is 50 and the standard deviation is 5, a value of 60 corresponds to which z-score?

Explanation:
Using the standardization concept, a z-score shows how many standard deviations a value is from the mean: z = (X − μ)/σ. Here, μ = 50 and σ = 5, and X = 60, so z = (60 − 50)/5 = 10/5 = 2. That means 60 is two standard deviations above the mean. To see why other z-scores don’t fit: a z-score of 1 would place X at 55, a z-score of 3 would place X at 65, and a z-score of 4 would place X at 70.

Using the standardization concept, a z-score shows how many standard deviations a value is from the mean: z = (X − μ)/σ. Here, μ = 50 and σ = 5, and X = 60, so z = (60 − 50)/5 = 10/5 = 2. That means 60 is two standard deviations above the mean. To see why other z-scores don’t fit: a z-score of 1 would place X at 55, a z-score of 3 would place X at 65, and a z-score of 4 would place X at 70.

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