(b) Let Z be a discrete random variable with E(Z) = 0. Does it necessarily follow that E(Z³) = 0? If yes, give a proof; if no, give a counterexample.

Q: X is a discrete random variable and takes the values 0,1 and 2 with probabilities of 1/6, 1/3 and…

A: Moment generating function:

Q: A stochastic signal S is amplified by an amplifier that has a stochastic, real-valued gain, A, so…

A: Given that stochastic signal S is amplified by an amplifier that has a stochastic, real-valued gain,…

Q: Let Z be a discrete random variable with E(Z) =0. Does it necessarily follow that EC 7³ ) = 0 ? If…

A: Given that Z is a discrete random variable with E(Z)=0. It does not necessarily follow that E(Z3)=0.…

Q: (b) Let Z be a discrete random variable with E(Z) = 0. Does it necessarily follow that E(Z³) = 0? If…

A: Given that, Z is discrete random variable. We know that,  E(z)= ∑Zi*p(zi) Where p(zi) is the…

Q: Select one: а. О b. 2 C. var(x) d. - 2 e. 1

A: To find the value E[X(1-X)].

Q: If the moment generating function of a random variable X is: (1/3+(2/3)e t ) 5 find P (X > 3).

A: The given moment generating function of a random variable X is 13+23et5.

Q: Let X1, X2,... be independent Exponential (3) random variables and Z = } E=1 X;. If Mz (t) is the…

A:

Q: E(Y) –> P(Y > n).

A:

Q: Find the value of the constant c. Find P(YX). Find P(Y = X).

A: The probability mass function (PMF) of random variables X and Y is pX,Y(x,y)=c(x+y)2if x∈1,2,4 and…

Q: Consider a random variable X with the following pdf: fx (x) 2/9 1/9- 0 + 3 6 8 a) What is P(X ≤ 5)?…

A: PDf of random variable X is:

Q: Let X be a regular random variable, then V( E(X)) = OA. V(X). O B. some positive number. OC. EX).…

A: Random variables are of 2 types, discrete and continuous. A discrete random variable can only take…

Q: 3. Let the random variable X have the pmf f(x) = = a) E(X) b) E(X²) c) E(3X²2X + 4) (x+1)² for x =…

A: The provided information is as follows:The probability mass function of  is .

Q: Given that the random viriable X has mean µ = 90 and SD e= 15, find the mean and SD of each of the…

A:

Q: Find the E(X) of the random variable X with the following PDF: ƒx(x) = ²/2 I[0,1] (x) + ½ 1(1,2) (x)…

A: Let X be random variable with pdf

Q: For a Gaussian random variable with = 0 and ₁=1, what is P(| X > 2) and P[X>2]?

A:

Q: 4. Let X be a random variable taking positive values and assume that E(X) exists. Which of the…

A: Option (I) is correct as E(X2)>= (E(X))2 when we find Variance.

Q: Let X denote a random variable that takes on any of the values -1, 0, 1 with respective…

A: P(X = −1) = 0.2,P(X = 0) = 0.5,P(X = 1) = 0.3.

Q: Let us say that we have jointly distributed random variables X and Y with E(X) = 3, E(Y) = 5, Var…

A:

Q: 2. Suppose the PDF of X is given by fx(x) = 5e-5x(o)(x). Find its CDF.

A: Solution

Q: Find the PMF of X. Find the expectations E[X] and E[XY] Find the variance of X.

A: Hi! Thank you for the question, As per the honor code, we are allowed to answer three sub-parts at a…

Q: (1) E(E(X)) = E(X) (2) E(X – E(X)) = 0 (3) Var(X) = E(X²) – [E(X)]² (4) Given constants a and b,…

A: Discrete random variable is defined as a variable which can take only specific values. For example…

Q: Suppose the random variable y is a function of several independent random variables, say…

A: Given that the random variable y is a function of several independent random variables, say…

Q: (33) Let X be a random variable with p.d.f. e2k x= 1,2,3 f(x)=- find (1) k (2) E(x+1) O.W

A: Given that X is a random variable with p.d.f f(x)=e2k ; x=1,2,30     ; Otherwise.

Q: Let X and Y be independent random variables such that Var[X] = 4.8 and Var[Y ] = 9.7. [a] How can…

A: We have given thatVar[X] = 4.8Var[Y] = 9.7X and Y are independent random variables.That is,…

Q: let Y be a random variable that can either be equal to 0 to 1. let p(Y=1)=p,what is E(|Y-p|)?

A:

Q: Let X, X,...X, be 'n' random variable which are identically distributed such that Xg= 1 with a prob.…

A: Given that   Probability mass function of Xk xk -1 1 2 P(XK=xk) 1/6 1/2 1/3 Where…

Q: If X and Y have the joint probability distributionf(−1, 0) = 0, f(−1, 1) = 1 4 , f(0, 0) = 16 , f(0,…

A: The joint probability distribution of the random variables is given as follows:

Q: For the discrete random variable X, P(X = 1) = p = 1 – P(X = -1). Please find c so as to be E(cX) =…

A:

Q: 3. Find a PDF of a random variable X whose CDF is given by Fx(x) = (1-e*)[0,00) (x).

A: Solution

Q: Suppose X is a random variable with pdf fx (x) = 7e-7z for a >0 and fx (x) = 0 otherwise.…

A: Suppose X is a random variable with pdf  fXx=7 e-7x     for x>00              Otherwise    a) The…

Q: what is E[XY]?

A:

Q: 4. For each of the following functions, Find c so that the function is a PDF. a) (cx² + x) 10.11(x).…

A: Solution

Q: Let X be a random variable with P(X = k) = 1/3 for k = −1, 0, 1. Let Y = X2 . (a) What is the p.m.f.…

A: Given X is a random variable with pmf P(X=k)  =  1/3 for k=-1,0,1 If Y= X2  Find  PMF of Y Are X…

Q: Let X be a random variable with p.d.f. 2e-2x f(x)=< 0<x<0 , find E(e2") O.w

A: Let  X be a random variable with the pdf  fx=2e-2x                 0&lt;x&lt;∞0…

Q: Let X1, …, Xn be independent lognormal random variables and let a1, …, an be constants. Show that…

A:

Q: A stochastic signal S is amplified by an amplifier that has a stochastic, real-valued gain, A, so…

A: Given that stochastic signal S is amplified by an amplifier that has a stochastic, real-valued gain,…