Question

In: Statistics and Probability

Mr. Jackson could think about his experiment a little differently. How many times should he expect...

Mr. Jackson could think about his experiment a little differently. How many times should he expect to roll a 4 if he rolls his number cube 30 times? This is called the mean, or expected value. You can find it if you know the number of trials and the probability of success for an individual trial. Use the formula μx = np to find the expected value.

Part A: Find the expected value for the number of times you would roll a 4 in 30 rolls of a number cube.

a. How many trials, n, are there?

b. What is p, the probability of success for each trial?

c. What is the expected value of rolling a 4 in 30 rolls of a number cube?

Part B: You can also find the standard deviation for the binomial probability distribution of a specific outcome in a binomial experiment. Use the formula to find the standard deviation. You've already identified n and p in Part A. Show your work, and round your answer to two decimal places.

Part C: You've seen that a cumulative binomial probability is the probability of getting a number of successes within a given range. It's easiest to use your calculator's binomcdf command to find these. Find each of the probabilities described below. Show your work, and round your answer to three
decimal places.

a. What is the probability that Mr. Jackson will roll a 4 at most 5 times out of his 30 rolls of a
number cube?

b. What is the probability that Mr. Jackson will roll a 4 at least 5 times out of his 30 rolls of a number cube?

c. What is the probability that Mr. Jackson will roll a 4 between 3 and 7 times, inclusive, out of his 30 rolls of a number cube? Use this formula: P(a ≤ x ≤ b) = binomcdf(n,p,b) – binomcdf(n,p,a – 1).

Solutions

Expert Solution

A)

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

a)

Sample size , n =    30

b)
Probability of an event of interest, p =   0.1667

c)

Mean = np =    30   *   0.167   =           5.000

B)

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

Standard deviation = √(np(1-p)) =   √   4.1667   =               2.04

C)

-------------------
a)

X P(X)
P ( X = 0) = C (30,0) * 0.166666666666667^0 * ( 1 - 0.166666666666667)^30= 0 0.0042
P ( X = 1) = C (30,1) * 0.166666666666667^1 * ( 1 - 0.166666666666667)^29= 1 0.0253
P ( X = 2) = C (30,2) * 0.166666666666667^2 * ( 1 - 0.166666666666667)^28= 2 0.0733
P ( X = 3) = C (30,3) * 0.166666666666667^3 * ( 1 - 0.166666666666667)^27= 3 0.1368
P ( X = 4) = C (30,4) * 0.166666666666667^4 * ( 1 - 0.166666666666667)^26= 4 0.1847
P ( X = 5) = C (30,5) * 0.166666666666667^5 * ( 1 - 0.166666666666667)^25= 5 0.1921

P(x<=5) = 0.6164

b)

X P(X)
P ( X = 0) = C (30,0) * 0.166666666666667^0 * ( 1 - 0.166666666666667)^30= 0 0.0042
P ( X = 1) = C (30,1) * 0.166666666666667^1 * ( 1 - 0.166666666666667)^29= 1 0.0253
P ( X = 2) = C (30,2) * 0.166666666666667^2 * ( 1 - 0.166666666666667)^28= 2 0.0733
P ( X = 3) = C (30,3) * 0.166666666666667^3 * ( 1 - 0.166666666666667)^27= 3 0.1368
P ( X = 4) = C (30,4) * 0.166666666666667^4 * ( 1 - 0.166666666666667)^26= 4 0.1847

P(x>=5) = 1- P(x<=4)

= 1- 0.4243

=0.5757

c)

X P(X)
P ( X = 3) = C (30,3) * 0.166666666666667^3 * ( 1 - 0.166666666666667)^27= 3 0.1368
P ( X = 4) = C (30,4) * 0.166666666666667^4 * ( 1 - 0.166666666666667)^26= 4 0.1847
P ( X = 5) = C (30,5) * 0.166666666666667^5 * ( 1 - 0.166666666666667)^25= 5 0.1921
P ( X = 6) = C (30,6) * 0.166666666666667^6 * ( 1 - 0.166666666666667)^24= 6 0.1601
P ( X = 7) = C (30,7) * 0.166666666666667^7 * ( 1 - 0.166666666666667)^23= 7 0.1098

P = 0.7835

Thanks in advance!

revert back for doubt

Please upvote


Related Solutions

How many variables should an experiment have?
How many variables should an experiment have?
Mr. Chen asks the nurse how he should be instructing his 14-year-old child to use the...
Mr. Chen asks the nurse how he should be instructing his 14-year-old child to use the newly prescribed inhaler. In your post explain how you as a nurse would teach Mr. Chen and his son. Include how, when, and why using scholarly sources.
Mr. Chen asks the nurse how he should be instructing his 14-year-old child to use the...
Mr. Chen asks the nurse how he should be instructing his 14-year-old child to use the newly prescribed inhaler. In your post explain how you as a nurse would teach Mr. Chen and his son. Include how, when, and why using scholarly sources.
1.Two dice are tossed 432 times. How many times would you expect to get a sum...
1.Two dice are tossed 432 times. How many times would you expect to get a sum of 5? ———- 2.Sam is applying for a single year life insurance policy worth $35,750.00. If the actuarial tables determine that she will survive the next year with probability 0.996, what is her expected value for the life insurance policy if the premium is $433.00 ? ————- 3.A raffle is being held at a benefit concert. The prizes are awarded as follows: 1 grand...
Do you think differently about the process of how carbohydrate, lipids and protein are metabolized and...
Do you think differently about the process of how carbohydrate, lipids and protein are metabolized and energy is released? Or perhaps about how the pathways in metabolism work? Does it make sense now why lipids have 9 kcalories per gram and carbohydrate and protein have 4 kcalories per gram?
It should be tested whether a cube is fair or not. This tells how many times...
It should be tested whether a cube is fair or not. This tells how many times the number 1 appears. With a sample, a dice is thrown 720 times and it showed number one 95 times. The null hypothesis is Ho:p =1/6. Probability of error is specified α=0.05 a)Approximate the binomial distribution according to Moivre-Laplace by normal distribution (without correction ). b) derive a formula for the rejected area or accepted area.
1-Summarize how Mike Lefevre feels about his work. Do you think that many workers of today...
1-Summarize how Mike Lefevre feels about his work. Do you think that many workers of today feel the same way? Explain your opinion. 2-Why would Lefevre rather have his kid be an "effete snob" than a factory worker? 3-According to what Lefevre describes, what are some of the things that people resort to when their work is not fulfilling?
1-Summarize how Mike Lefevre feels about his work. Do you think that many workers of today...
1-Summarize how Mike Lefevre feels about his work. Do you think that many workers of today feel the same way? Explain your opinion. 2-Why would Lefevre rather have his kid be an "effete snob" than a factory worker? 3-According to what Lefevre describes, what are some of the things that people resort to when their work is not fulfilling?
President Trump promised many times that he would revive the economy through tax reform. His theory...
President Trump promised many times that he would revive the economy through tax reform. His theory is that lower taxes on interest income would encourage people to save more of their income and that this would lead to higher rates of investment and faster economic growth both during his presidency and long afterward as a legacy. Briefly evaluate this theory using the Solow model as an organizing framework.
Describe how you could use a turbidity measurement to tell how many colonies you would expect...
Describe how you could use a turbidity measurement to tell how many colonies you would expect from plating a culture of a given OD. Escherichia coli can grow at a higher temperature in a complex medium than in a defined medium. Why? What is Taq polymerase and why is important?
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT