A normally distributed random variable has density

Chapter 4, Problem 60E

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QUESTION:

A normally distributed random variable has density function

\(f(y)=\frac{1}{\sigma \sqrt{2 \pi}} e^{-(y-\mu)^{2} /\left(2 \sigma^{2}\right)}\),     \(-\infty<y<\infty\).

Using the fundamental properties associated with any density function, argue that the parameter

\(\sigma\) must be such that \(\sigma>0\).

Equation Transcription:

Text Transcription:

f(y)=12e-(y-)2/(22)

-infinity<y<infinity

sigma

sigma>0

Questions & Answers

QUESTION:

A normally distributed random variable has density function

\(f(y)=\frac{1}{\sigma \sqrt{2 \pi}} e^{-(y-\mu)^{2} /\left(2 \sigma^{2}\right)}\),     \(-\infty<y<\infty\).

Using the fundamental properties associated with any density function, argue that the parameter

\(\sigma\) must be such that \(\sigma>0\).

Equation Transcription:

Text Transcription:

f(y)=12e-(y-)2/(22)

-infinity<y<infinity

sigma

sigma>0

ANSWER:

Answer:

Step 1 of 1:

A normally distributed random variable has density function,

……(1)

Using the properties associated with density function, argue that the parameter  must be such that

The properties of density function If  is a density function for a continuous

random variable, then

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