Problem(10) (a) (4 points) Let the r.v. X ~ Normallye, o). Show that Z = (X...
Let X be a r.v. with probability density function f(x)-e(4-x2), -2 < otherwise (a) What is the value of c? (b) What is the cumulative distribution function of X? (c) What is EX) and VarX
3. (10 points) The life of an electronic equipment is a r.v. X whose p.d.f is f(z;θ)-Be 4xz > 0,0>0, and let be its expected lifetime. On the basis of the random sample Xi,..X from this distribution, derive the MP test for testing the hypothesis Ho:to against the alternative HA:-(>o) at level of significance o
3. (10 points) The life of an electronic equipment is a r.v. X whose p.d.f is f(z;θ)-Be 4xz > 0,0>0, and let be its expected...
(4) Let X,YX,Y be iid Uniform(−1,1) random variables. Find the density of Z=X+Y, and find the characteristic function of Z. By using the inversion formula deduce that .∫0∞(sintt)2dt=π2. The following ``answers'' have been proposed. Please read carefully and choose the most complete and accurate option. (a) The characteristic function of X is sint/t. The characteristic function of Z is (sint/t)^2, which is integrable. If fZ(x) is the density of Z then fZ(x)=12π∫−∞∞(sint/t)^2 e^−itx dt. On the other hand, Z has...
Let X be a Gaussian r.v. with mean 5 and sigma 10. Let Y be an independent exponential r.v. with lambda 3. Let Z be an independent continuous uniform r.v. in the interval [-1,1]. a. (5) Compute E[X+Y+Z]. b. (5) Compute VAR[X+Y+Z].
(b)
and (c) are what i need help with
Problem(7) Let z Student's t-distribution. The density function of T is Normal(0, 1) and Y ~ xã, then the new r.v. T = Jun has the r[(y + 1)/2) -(4+1)/2 fr(t) = + (7/2) (a) (3 points) Describe the similarity/difference between T and Z. (b) (6 points) Let to be a particular value of t. Use t-distribution table to find to values such that the following statements are true. (Given that...
Practice Exam Questions 2 Let X be a r.v. with density function x 2 1 a. Determine the distribution function of X, i.e. F(x). Find E(X) and V(X) b. Find the MLE estimator of θ constructed from a sample Xi,Xn c. Is the estimator find in (b) biased?
Practice Exam Questions 2 Let X be a r.v. with density function x 2 1 a. Determine the distribution function of X, i.e. F(x). Find E(X) and V(X) b. Find the MLE...
Let Z be a standard normal random variable such that its probability density function is fz(z) = (1/sqrt(2pi))exp((-z^2)/2) find the probability density function of Z^2
Problem 3. Define the function: 2+_ 0 if (z,y)#10.0) if (a,y)-(0,0) f(x, v)= (a) Graph the top portion of the function using Geogebra. Does the function appear to be continuus at 0? (b) Find fz(z, y) and fy(z, y) when (z, y) #10.0) (c) Find f(0,0) and s,(0,0) using the limit definitions of partial derivatives and f,(0,0)-lim rah) - f(O,0) d) Use these limit definitions to show that fay(0,0)--1, while x(0,0)-1 (e) Can we conclude from Clairaut's theorem that()-yr(x,y) for...
(a)-(d)?
Problem(11) (10 points) Let Z~Normal(0, 1). Recall the definition of -value, i.e., P(Z>)-r. (a) (1 point) Find the probability of P(-2a/2<Z < 2a/2) (b) (3 points) Let X1, X2, , Xa be a random sample from some known) mean p and (known) variance o2. Based on the Central Limit Theorm and part (a) above, show that the confidence intervals for the population mean u can be estimated by population with (un- P(x- <pAX+Za/2 =1-a. Za/2 (c) (2 points) The...
True or False: Let X be an r.v. with mean up = 0. The transformed variable Y = X also has a mean uy = 0. Let X be an r.v. with o z. The transformed variable Y = X2 has oy = 02. Let X be an r.v. defined over -1 < x < 1. The transformed variable Y = X4 - X has exactly 3 terms in its PDF,