A small ferry runs every half hour from one side of a large river to the other. The number of cars Xon a randomly chosen ferry trip has the probability distribution shown below. You can check that μX=3.87and σX=1.29.

(a) The cost for the ferry trip is $5. Make a graph of the probability distribution for the random variable M=money collected on a randomly selected ferry trip. Describe its shape.

(b) Find and interpret μM.

(c) Compute and interpret σM.

Short Answer

Expert verified

(a) The distribution is left-skewed because the highest bar is to the right and the tail of smaller bars is to the left.

(b)μM=19.35

(c)σM=6.45

Step by step solution

01

Part (a) Step 1: Given Information 

The money collected is the product of the cost for the ferry trip $5and the number of cars X:$M=5XThe probabilities for Mare the same as the probabilities for X$.

02

Part (a) Step 2: Explanation 

Create a probability histogram

The width of the bars has to be equal and the height has to be equal to probability.

03

Part (b) Step 1: Given Information 

Given

μX=3.87

σX=1.29

04

Part (b) Step 2: Explanation 

The money collected is the product of the cost of the ferry trip $5and the number of cars X:M=5XThe probabilities for Mare the same as the probabilities for .

Properties mean and standard deviation:

localid="1649910106181" $μaX+b=aμX+bσaX+b=aσX

Then we obtain for M

localid="1649910148340" M=5X:μM=μ5X=5μX=5(3.87)=19.35.
05

Part (c) Step 1: Given Information 

Given

μX=3.87

σX=1.29

06

Part (c) Step 2: Explanation 

The money collected is the product of the cost for the ferry trip $5and the number of cars localid="1649910262405" X:$M=5XThe probabilities for Mare the same as the probabilities for X.

Properties mean and standard deviation:

localid="1649910278936" μaX+b=aμX+bσaX+b=aσX Then we obtain for M localid="1649910308856" M=5X:σM=σ5X=5σX=5(1.29)=6.45The amount that the ferry collects varies on average about $6.45about the mean of $19.35.

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