Statıstıcs I Deneme Sınavı Sorusu #803499

Probability density function f (x) of normal distribution has the following property;

f (x) ? 0 for all x values

Which of the statements explains the property above?


Probability density function of random variable x obtain the non-negative values

The area under the probability density function f (x) always equivalent to 1 in the definition interval of the random variable X.

Normal distribution curve has a similar shape on both sides of the mean x=µ.

The tails of the probability function goes to infinity and at no time crosses or touches the x axis.

P (X < µ ) = P (X > µ ) =0.5.


Yanıt Açıklaması:

First property assures that probability density function of random variable x obtain the non-negative values at all times. From the shape of the probability density function curve it’s obvious that pdf, f (x) decreases as the random variable value goes away from the mean, µ. Likewise, probability density functionf (x) increases as the random variable value gets closer to the mean, µ.

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