The following table contains the probability distribution for the number of traffic accidents daily in a small city:

Number of Accidents Daily (X) P(X = xi)

0 0.10

1 0.20

2 0.45

3 0.15

4 0.05

5 0.05

a. Compute the mean number of accidents per day.

b. Compute the standard deviation.

Respuesta :

Answer:

a) 2 accidents per day

b) .7071 accidents

Step-by-step explanation:

a) The mean is the sum of each possible number of accidents multiplied by its respective probability. So,

E(x) = (0)(.1) + (1)(.2) + (2)(.45) + (3)(.15) + (4)(.05) + (5)(.05) = 2

b) The variance V(x) = E(x^2) - E(x)^2, and the standard deviation is the square root of the variance. So,

V(x) = E(x^2) - (2)^2

= (0)(.1) + (1)(.2) + (4)(.45) + (9)(105) + (16)(.05) + (25)(.05) - 4 = 0.5

sqrt(0.5) = .7071

As per the probability distribution concept, there are 2 mean number of accidents per day in that city.

The standard deviation is 2.33.

What is probability distribution?

A probability distribution indicates the probability that a random variable can takes on certain values within a mentioned range.

The mean of any probability distribution can be calculated by multiplying the value of the data to the corresponding probability value.

Therefore, the mean probability distribution: μ = Σx * P(x).

Where, x is the value of the data and P(x) is the corresponding probability value.

Therefore, the mean number of accidents per day =

μ = (0 × 0.10) + (1 × 0.20) + (2 × 0.45) + (3 × 0.15) + (4 × 0.05) + (5 × 0.05)

= 2

The variance σ² = ∑[(x−μ)² P(x)]

Where, x is the random variable, μ is the mean probability distribution and P(x) is the corresponding probability value of x.

Therefore, σ² = ∑[(x−μ)² P(x)]

= (0 - 2)² × 0.10 + (1 - 2)² × 0.20 + (2 - 2)² × 0.45 + (3-2)² × 0.15 + (4-2)² × 0.05 + (5 - 2)² × 0.5

= 0.4 + 0.2 + 0 + 0.15 + 0.2 + 4.5

= 5.45

Therefore, standard deviation = σ = √(σ²) = √5.45 = 2.33

a) There are 2 mean number of accidents per day.

b) The standard deviation is 2.33.

Learn more about probability distribution here: https://brainly.com/question/15930185

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