Suppose that the length of stay (in hours) at a hospital

Chapter 4, Problem 179E

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QUESTION:

Suppose that the length of stay (in hours) at a hospital emergency department is modeled with a lognormal random variable X with \(\theta=1.5\) and \(\omega=0.4\) . Determine the following in parts (a) and (b):

(a) Mean and variance (b) \(P(X<8)\)

(c) Comment on the difference between the probability \(P(X<0)\) calculated from this lognormal distribution and a normal distribution with the same mean and variance.

Equation transcription:

Text transcription:

\theta=1.5

\omega=0.4

P(X<8)

P(X<0)

Questions & Answers

QUESTION:

Suppose that the length of stay (in hours) at a hospital emergency department is modeled with a lognormal random variable X with \(\theta=1.5\) and \(\omega=0.4\) . Determine the following in parts (a) and (b):

(a) Mean and variance (b) \(P(X<8)\)

(c) Comment on the difference between the probability \(P(X<0)\) calculated from this lognormal distribution and a normal distribution with the same mean and variance.

Equation transcription:

Text transcription:

\theta=1.5

\omega=0.4

P(X<8)

P(X<0)

ANSWER:

Solution:

Step 1 of 4:

The length of stay (in hours) at a hospital emergency department is modeled with a lognormal random variable X with =1.5 and =0.4.

  1. We have to find the mean and variance of X.
  2. P(X<8).
  3. We have to find the difference between the probability P(x<0) calculated from this lognormal distribution with mean and variance.


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