Question

ts) Suppose the demand N is non-negative with mean 15 and that Y = 3N +...

ts) Suppose the demand N is non-negative with mean 15 and that Y = 3N + 7.

(a) What is the best upper bound that you can obtain for P{N > 100}?

(b) Compute E[Y].

(c) If σ 2 denotes the variance of N, what is the variance of Y

Homework Answers

Answer #1

(a)

You will have to use the markov's inequality here to get the upperbound of the probability

If X is a nonnegative random variable and a > 0, then the probability that X is at least a is at most the expectation of X divided by a

Thus,

P(N>100) is less than or equal to E(N) / 100 = 15/100 = 0.15

(b)

E(Y) = E(3N+7) = 3*E(N) + 7 = 3*15 + 7 = 52

(c)

Var(Y) = Var(3N+7) = 9*Var(N) = 9*(sigma)^2

Have used the properties of variance and expectation function

Know the answer?
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
Similar Questions
7. Let X and Y be two independent and identically distributed random variables with expected value...
7. Let X and Y be two independent and identically distributed random variables with expected value 1 and variance 2.56. (i) Find a non-trivial upper bound for P(| X + Y -2 | >= 1) (ii) Now suppose that X and Y are independent and identically distributed N(1;2.56) random variables. What is P(|X+Y=2| >= 1) exactly? Briefly, state your reasoning. (iii) Why is the upper bound you obtained in Part (i) so different from the exact probability you obtained in...
Suppose that P{X=i,Y=j} = c(i+j) for non negative integers i and j with i+j <= 3;...
Suppose that P{X=i,Y=j} = c(i+j) for non negative integers i and j with i+j <= 3; otherwise, the probability is zero. (a) Determine c. (b) Compute the marginal p.m.f. of X. (c) Compute the marginal p.m.f. of Y. (d) Are X and Y be independent? (e) Compute P(X+Y<2). (f) ComputeE[XY]. (g) Compute E[X] and E[Y]. (h) Compute E[X+Y].
A) Suppose that X ∼ N(15, 20) and Y ∼ N(10, 30) are mutually independent. Find...
A) Suppose that X ∼ N(15, 20) and Y ∼ N(10, 30) are mutually independent. Find the distributions (including parameters, if any) of X + Y, X − Y , and 3X + 2Y B) What is the median of a normally distributed random variable with mean µ and standard deviation σ?
Suppose you have a sample of data, where x? = 20, s = 4, n =...
Suppose you have a sample of data, where x? = 20, s = 4, n = 36. Suppose you want to create a confidence interval for the mean, where alpha (?) = .01 What is the best point estimate, critical value, margin of error, lower bound, and upper bound used for the confidence interval?
Suppose the height of individuals in a population follow a normal distribution with a mean (μ)...
Suppose the height of individuals in a population follow a normal distribution with a mean (μ) of 66 inches and a standard deviation (σ) of 4 inches. a) Using the statistical software R, sample n individuals from the distribution described above. For N=10,000 iterations, compute the average height for n=5, n=15, n=50, n=100 individuals and plot a histogram of the sampling distribution of the Z score (?̅−??/√? ) b) Using the statistical software R, sample n individuals from the distribution...
1. Suppose a random sample of 100 elements is selected from a non-normally distributed population with...
1. Suppose a random sample of 100 elements is selected from a non-normally distributed population with a mean of µ = 30 and a standard deviation of σ = 8. a. What is the expected value of ?̅? b. What is the standard error of the mean ??̅? c. What is the sampling distribution of ?̅? Describe its properties. d. If we select a random sample of size n = 100, what is the probability that ?̅will fall within ±...
Let X have the normal distribution N(µ; σ2) and let Y = eX (a)Find the range...
Let X have the normal distribution N(µ; σ2) and let Y = eX (a)Find the range of Y and the pdf g(y) of Y (b)Find the third moment of Y E[Y3] (c) In the next four subquestions, we assume that µ = 0 and σ = 1. Sketch the graph of the pdf of Y for 0<y<=5 (use Maple to generate the graph and copy it the best you can in the answer box) (d)What is the mean of Y...
The inverse demand curve a monopoly faces is p equals 15 Upper Q Superscript negative 0.5....
The inverse demand curve a monopoly faces is p equals 15 Upper Q Superscript negative 0.5. What is the​ firm's marginal revenue​ curve? Marginal revenue​ (MR) is MRequals 7.5 Upper Q Superscript negative 0.5. ​(Properly format your expression using the tools in the palette. Hover over tools to see keyboard shortcuts.​ E.g., a superscript can be created with the​ ^ character.) The​ firm's cost curve is Upper C left parenthesis Upper Q right parenthesis equals 5 Upper Q. What is...
1. a) Suppose average monthly sales for retail locations across the United States are approximately normally...
1. a) Suppose average monthly sales for retail locations across the United States are approximately normally distributed with unknown mean and variance. We’ve taken n= 100 observations and found s^2= 5234.Construct a 95% confidence interval for the population variance σ^2. b) Using the setup from part a , construct a 95% lower confidence bound for σ^2 c) You frequent a popular fast food restaurant that serves tacos...and they frequently get your order wrong. You decide to do a bit of...
We are given that n=15, the sample mean Ῡ=2.5, the sample standard deviation s=1.5 and random...
We are given that n=15, the sample mean Ῡ=2.5, the sample standard deviation s=1.5 and random variable Y distributed Normal with mean µ and variance σ2, where both µ and σ2 are unknown and we are being concentrated on testing the following set of hypothesis about the mean parameter of the population of interest. We are to test: H0 : µ ≥ 3.0 versus H1 : µ < 3.0. Compute the following: a) P- value of the test b)   ...
ADVERTISEMENT
Need Online Homework Help?

Get Answers For Free
Most questions answered within 1 hours.

Ask a Question
ADVERTISEMENT