answer.
Ask question
Login Signup
Ask question
All categories
  • English
  • Mathematics
  • Social Studies
  • Business
  • History
  • Health
  • Geography
  • Biology
  • Physics
  • Chemistry
  • Computers and Technology
  • Arts
  • World Languages
  • Spanish
  • French
  • German
  • Advanced Placement (AP)
  • SAT
  • Medicine
  • Law
  • Engineering
katen-ka-za
5 days ago
6

Suppose that the number of drivers who travel between a particular origin and destination during a designated time period has a

Poisson distribution with parameter μ = 20 (suggested in the article "Dynamic Ride Sharing: Theory and Practice"†). (Round your answer to three decimal places.) (a) What is the probability that the number of drivers will be at most 18?
Mathematics
1 answer:
AnnZ [3.8K]5 days ago
3 0

Answer:

The likelihood that the number of drivers is at most 18 is 0.381.

Step-by-step explanation:

We are provided with the following details in the question:

The quantity of drivers traveling between a specific origin and destination in a set time frame follows a Poisson distribution characterized by the parameter μ = 20.

  • The Poisson distribution defines the probability of a certain number of events taking place over a specific period, based on the mean frequency of those events.
  • The variance for the Poisson distribution matches its mean value of Poisson distribution.

a) P(number of drivers will be at most 18)

Equation:

P(X =k) = \displaystyle\frac{\mu^k e^{-\mu}}{k!}\\\\ \mu \text{ is the mean of the distribution}

P( x \leq 18) =P(x=0) + P(x =1) + P(x = 2) +... + P(x = 18)\\\\= \displaystyle\frac{20^0 e^{-20}}{0!} + \displaystyle\frac{20^1 e^{-20}}{1!} +...+ \displaystyle\frac{20^{18} e^{-20}}{18!}\\\\ = 0.381

So, 0.381 represents the probability that the number of drivers will be at most 18.

You might be interested in
A hot air balloon descends to the ground. The function a(t) = 210 – 15t can be used to describe the altitude of the balloon as i
tester [3916]

a(t) = 210 - 5t

(1) What does t represent?

Since t is given in minutes, it stands for time.

Interpreting t as the balloon’s altitude is incorrect since a(t) represents altitude.

-------------------------------------------------------------------------------------------------

Time elapsed since the balloon starts descending

This is the correct interpretation.

---------------------------------------------------------------------------------------------------

Time for the balloon to reach ground level is incorrect because that would be a fixed moment, not a variable t.

---------------------------------------------------------------------------------------------------

(2) What does a(t) represent?

The balloon’s altitude

This is the correct answer.

-------------------------------------------------------------------------------------------------

Time since descent began is incorrect because that is represented by t.

---------------------------------------------------------------------------------------------------

Time to reach the ground is inaccurate since a(t) is altitude, not time.

---------------------------------------------------------------------------------------------------

(3) What does a(5.5) signify?

It does not represent the time to reach 5.5 feet altitude.

---------------------------------------------------------------------------------------------------

The altitude of the balloon after 5.5 minutes

This is the correct interpretation since a(5.5) is altitude when t = 5.5 minutes.

---------------------------------------------------------------------------------------------------

It is not the time needed to reach the ground.

---------------------------------------------------------------------------------------------------

5.5 minutes alone is not correct because a(t) denotes altitude, not time.

a(5.5) refers to altitude at t = 5.5 minutes.

7 0
15 days ago
Read 2 more answers
A recipe calls for 400 grams of flour. if leena makes one quarter of the recipe, how many kilograms of flour will she need?
Svet_ta [4321]
Additional 300 grams of flour will be required.
4 0
4 days ago
The weights, in pounds, of Mike's five pet dogs are listed below. What is the mean absolute
Inessa [3907]

Answer:

The answer is 12

Step-by-step explanation:

7 0
12 days ago
Read 2 more answers
In a circle, an arc 60 centimeters long subtends an angle of 5 radians. What is the radius of the circle?
Inessa [3907]
Got it!
There are 2π radians in a complete circle.

Now, let's calculate the circumference.
5/2π = 60/circumference.
Next, solve for the circumference.
By multiplying both sides by 2π, we have: 5 * circumference = 120π.
Now divide both sides by 5, and we find: circumference = 24π.

Using the formula c = 2πr,
we set 24π = 2πr.
Dividing both sides by 2π gives us r = 12. Thus, the radius measures 12cm.
6 0
10 days ago
Read 2 more answers
Miguel is a golfer, and he plays on the same course each week. The following table shows the probability distribution for his sc
AnnZ [3877]

1) 4.55

2) Short hit

Step-by-step explanation:

1)

The score and corresponding probabilities are shown in the following table:

Score 3 4 5 6 7

Probability 0.15 0.40 0.25 0.15 0.05

Let us define

X = Miguel's score on the Water Hole

The expected value of the variable X can be represented as:

E(X)=\sum x_i p_i

where

x_i represents the different possible outcomes of X

p_i denotes the associated probabilities

Accordingly, the expected value of Miguel's score is calculated as follows:

E(X)=3\cdot 0.15 + 4\cdot 0.40 + 5\cdot 0.25 + 6\cdot 0.15 + 7\cdot 0.05=4.55

2)

Here, we will again consider:

X = Miguel's score on the Water Hole

In this case:

- For a successful long hit, the expected value of X is

E(X)=4.2

- Conversely, if the long hit isn't successful, the expected value of X becomes

E(X)=5.4

We also know that the likelihood of succeeding with a long hit is

p(L)=0.4

Consequently, the chance of failure in a long hit is

p(L^c)=1-p(L)=1-0.4=0.6

Thus, the expected value of X when opting for the long hit strategy is:

E(X)=p(L)\cdot 4.2 + p(L^C)\cdot 5.4 = 0.4\cdot 4.2 + 0.6\cdot 5.4 =4.92

In the first part of this question, we calculated the expected value using the short hit strategy, yielding:

E(X)=4.55

Given that the expected value for X is smaller (which is better) when utilizing the short hit option, we can conclude that this approach is superior.

8 0
10 days ago
Other questions:
  • Two thirds a number plus 4 is 7
    6·2 answers
  • The area of a square can be represented by the expression x10 Which monomial represents a side of the square?
    14·2 answers
  • Consider the following equation, bh+hr=25 when solving for r
    8·2 answers
  • do you agree that the equation (x-4)²=9 can be solved both by factoring and extracting square roots? ​
    6·1 answer
  • Suppose that 4% of the 2 million high school students who take the SAT each year receive special accommodations because of docum
    8·1 answer
  • A train travelled a distance of 6,000km from Lahore to Karachi in 22 hours. And during travel from Karachi to Lahore the train g
    11·1 answer
  • The graph of the function f(x) = (x – 4)(x + 1) is shown below. On a coordinate plane, a parabola opens up. It goes through (neg
    9·2 answers
  • The ratios in an equivalent ratio table are 3:12, 4:16, and 5:20. If the first number in theratio is 10, what is the Second numb
    7·2 answers
  • Ezra counts the number of passengers who are already on the bus when he gets on each morning. His data for the last 15 days are
    9·1 answer
  • How do you write 37,015.08 in expanded form
    9·1 answer
Add answer
Login
Not registered? Fast signup
Signup
Login Signup
Ask question!