Normal Distribution: Characteristics and Properties

True About Normal Distribution

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Question

Which of the following is/are true about a normal distribution?

I. It is a bimodal distribution.

II. It can be characterized completely by a single parameter.

III. It ranges from negative infinity to positive infinity.

IV. It is positively skewed.

Answers

Explanations

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A. B. C. D. E. F. G.

Explanation

A normal distribution is completely characterized by 2 parameters, mean and variance. It ranges from negative infinity to positive infinity, has a single mode or peak (occurring at the mean), is symmetrical about the mean and has zero skewness.