Which property is described for the normal distribution in the material?

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

Which property is described for the normal distribution in the material?

Explanation:
The normal distribution is characterized by being perfectly symmetrical around the center and having a single peak, so its skew is zero and it is unimodal. It does not have two peaks, which would be bimodal, and it does not have high kurtosis—the standard bell curve is considered mesokurtic with tails that match the typical normal shape. So describing it as always bimodal doesn’t fit the normal distribution. The hallmark properties you’re looking for are symmetry (skew ≈ 0) and a single central peak.

The normal distribution is characterized by being perfectly symmetrical around the center and having a single peak, so its skew is zero and it is unimodal. It does not have two peaks, which would be bimodal, and it does not have high kurtosis—the standard bell curve is considered mesokurtic with tails that match the typical normal shape. So describing it as always bimodal doesn’t fit the normal distribution. The hallmark properties you’re looking for are symmetry (skew ≈ 0) and a single central peak.

Subscribe

Get the latest from Passetra

You can unsubscribe at any time. Read our privacy policy