Question

6. (20 pts) A random variable X has a binomial B(100,0.2) distribution A. Explain why it is reasonable to use a normal distri
0 0
Add a comment Improve this question Transcribed image text
Answer #1

6)A) n = 100

p = 0.2

np = 100 * 0.2 = 20

nq = n(1 - p) = 100 * (1 - 0.2) = 80

Since np > 5 and nq > 5, so we can use normal approximation to the binomial distribution .

\mu = np = 100 * 0.2 = 20

\sigma = sqrt(np(1 - p))

= sqrt(100 * 0.2 * (1 - 0.2))

= 4

Add a comment
Know the answer?
Add Answer to:
6. (20 pts) A random variable X has a binomial B(100,0.2) distribution A. Explain why it...
Your Answer:

Post as a guest

Your Name:

What's your source?

Earn Coins

Coins can be redeemed for fabulous gifts.

Not the answer you're looking for? Ask your own homework help question. Our experts will answer your question WITHIN MINUTES for Free.
Similar Homework Help Questions
  • 5. (20 pts) Suppose on a given college campus 45% of the students own an iPhone,...

    5. (20 pts) Suppose on a given college campus 45% of the students own an iPhone, 50% an Android smartphone and 5% some other type of phone. Let X=the number of students in a simple random sample of 15 students who own an iPhone. A. What is the probability distribution of X? Note: If this is a well-known distribution it is sufficient to name the distribution and identify the value of the parameters B. Find the probability that 8 students...

  • A. Random variable X has a binomial distribution, B(36, 0,5). Use the normal approximation, Compute P[15Kx<19)-...

    A. Random variable X has a binomial distribution, B(36, 0,5). Use the normal approximation, Compute P[15Kx<19)- B. Random variable X has a normal distribution, N(50, 100) Compute P(X < 41 or X>62.0)

  • 5. A random variable X follows a binomial distribution with n 35 and p-4. Use the...

    5. A random variable X follows a binomial distribution with n 35 and p-4. Use the normal approximation to the binomial distribution to find P(X < 16)

  • In each situation below, is it reasonable to use a binomial distribution for the random variable...

    In each situation below, is it reasonable to use a binomial distribution for the random variable X? Give reasons for your answer in each case. (a) A random sample of students in a fitness study. X is the mean systolic blood pressure of the sample. Yes, a binomial distribution is reasonable. X is a mean of the binomial distribution. No, a binomial distribution is not reasonable. Binomial distributions cannot be used with random samples. Yes, a binomial distribution is reasonable....

  • Let x be a random variable from a binomial distribution with n = 40 and p...

    Let x be a random variable from a binomial distribution with n = 40 and p = 0.9. If a normal approximation is appropriate, give the distribution of x' that would be used in the approximation. a) x' ~ N(40, 0.92) b) x' ~ N(36, 3.62) c) x' ~ N(36, 1.92) d) normal approximation is not appropriate

  • Consider a binomial random variable x with n = 100 and p = 0.2. Use the...

    Consider a binomial random variable x with n = 100 and p = 0.2. Use the correction for continuity and approximate P(21 < x < 26) using the normal approximation. (Round your answer to four decimal places.) P(21 < x < 26) = ________ Use the correction for continuity and approximate P(x ≥ 23) using the normal approximation. (Round your answer to four decimal places.) P(x ≥ 23) = __________ Use the correction for continuity and approximate P(x ≤ 30)using...

  • Let x be a binomial random variable with n = 20 and p = 0.05. Calculate...

    Let x be a binomial random variable with n = 20 and p = 0.05. Calculate p(0) and p(1) using Table 1 to obtain the exact binomial probability. (Round your answers to three decimal places.) p(0) = p(1) = Calculate p(0) and p(1) using the Poisson approximation. (Round your answer to three decimal places.) p(0) = p(1) = Compare your results. Is the approximation accurate? No the approximation is not accurate. At least one the differences between the probabilities from...

  • Assume a binomial probability distribution has p = 0.70 and n = 400.

    You may need to use the appropriate appendix table or technology to answer this question.Assume a binomial probability distribution has p = 0.70and n = 400.(a)What are the mean and standard deviation?  (Round your answers to two decimal places.)                         mean                             standard deviation                        (b)Is...

  • If x is a binomial random variable where n = 100 and p = 0.30, find...

    If x is a binomial random variable where n = 100 and p = 0.30, find the probability that x is greater than or equal to 35 using the normal approximation to the binomial. (Discuss whether continuity correction is required or not)

  • Determine whether the random variable X has a binomial distribution. If it does, state the number...

    Determine whether the random variable X has a binomial distribution. If it does, state the number of trials n . If it does not, explain why not. Twenty students are randomly chosen from a math class of 70 students. Let X be the number of students who missed the first exam. Choose the statement The random variable (?CHOOSE ONE?) a binomial distribution. Choose the statement that explains why does not have a binomial distribution. More than one may apply. A)...

ADVERTISEMENT
Free Homework Help App
Download From Google Play
Scan Your Homework
to Get Instant Free Answers
Need Online Homework Help?
Ask a Question
Get Answers For Free
Most questions answered within 3 hours.
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT