Let X1, X2, · · be i.i.d. random variables ~ X, and let N be random variable taking values in {0, 1, 2, ·}. (a) Show that E[X1+X2+ • ··+XN] = (EN)(EX) if N is indepen- dent of X1, X2, .... (b) Is it true in general that E[X1+X2 + · · + XN] = (EN)(EX)?

Q: 4. (a) Consider a nonnegative, integer valued random variable Y, and a random sample X1, ·.. , Xn.…

A: Expectation gives the most likely value of a random variable.

Q: 5) Let N= [0, 1) and let F = o ([0, 1/3), [1/3, 2/3), [2/3, 1)) (a) Write down F. (b) Is X(w) = 2w…

A: Given, Ω=0,1→Sample spaceF=σ0,13,13,23,23,1→sigma field

Q: Let X₁, X₂,..., X, be mutually independent and identically distributed random variables with means…

A: Solution

Q: (1) Let X be a random variable with p.d.f. ke 2x f(x) ={ 0 <x<0 , then o.w (a) k=3 (b) k=2 (c) k =-…

A: Reviewing information, X is a r.v. with pdf, f(x)=k·e-2x                                   ;…

Q: Let X1, X2, , X36, be independent random variables such 5. that if 0 e1º). fx(x) = 1 36 (a) 1 –…

A:

Q: 2. Let X₁, X₂₁.... X ₁ be a i.i.de Sequence of random variables. Show that Cov (X₂X₁ X) = 0₁ V₂ =…

A:

Q: If E and F are two independent events, such that P (E ∩ F ) = 1/6 , P (E' ∩ F' ) = 1/3 and (P (E) −…

A:

Q: We’ll say that a permutation T = (T(1),.….., T(n)) contains a swap if there exist i, je{1,..,n} so…

A: a) Let we take n &gt; 1. Let Xi be a random variable if i is a partner in a swap or not. The values…

Q: 3. If X and Y are independent uniform (0, 1) random variables, show that 2 for a > 0 (a + 1)(a + 2)…

A: X and Y are independent U(0,1) random variables:Objective: Show that:

Q: 5. (a) Suppose X is a discrete random variable with range in the positive integers {1, 2, 3, 4, . .…

A: Given that X is a discrete random variable with range in the positive integers {1, 2, 3, 4, . . .}.

Q: Suppose X and Y are two independent and identically distributed geometric random rariables. The pmd…

A: PMF of X is given by, P(X=x) = p(1-p)x-1 , x=1,2,3.... Now,  ⇒P(X≥x)= ∑t=x∞ P(X=t)= ∑t=x∞p(1-p)t-1 =…

Q: Let M and N be two independent events such that P(M) = 1/3 and P(N) = 1/4. Find P(M/N')

A:

Q: Suppose that E and F are two events such that Pr[E] = 17/29, Pr[F] = 13/29, and Pr[EN F] = 8/29.…

A: Given, P(E) = 1729P(F) = 1329P(E∩F)=829

Q: (40) Let X be a random variable with p.d.f. (k +4)e¯3x f(x) ={ 01) O.w

A: a)Use the condition of valid pdf to find the value of k…

Q: (3) Let X be a random variable with p.d.f -(3x+6) 15 0<x<1 f(x) =- then E(Gx) is O.w 4 7 15 (b) 15…

A: We want to find correct answer for question

Q: (1) Let X be a random variable with a function x= 0,1, 2,3 4 xt(3-x)! S(x)=- , then E(x+1) is o.w…

A:

Q: (30) Let X be a random variable with p.d.f. 2e-2x 0<x<0 f(x) = { , find E(e*) O.w

A: It is given X is a random variable with pdf f(x) = 2e-2x,0&lt;x&lt;∞0,otherwise

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: 5. (a) Show algebraically that () where n, r and z are positive integers with r < r and z <n-r. (b)…

A:

Q: (1) Let X be a random variable with a function (3 4 x! (3-x)! S(x) =- x= 0,1, 2,3 . then E(x+1)is…

A:

Q: (13) Let X be a random variable with p.d.f. 2e-2x 0<x<0 f(x) ={ , find E(e2*) O.W

A: Solution :  Given :  f(x) = 2e-2x    0&lt;x&lt;∞0   o.w     E( e-2x )  = ∫x e-2xf(x) dx…

Q: (5) Let X be a random variable with p.d.f. k 1<x<o 2 f(x) =< , find k. O.w

A: Given: fx=kx2            1&lt;x&lt;∞0                 Otherwise

Q: If X is a continuous random variables, then Covs.) (a) o (b) , (c) P (d)) None of them as- If X and…

A: “Since you have posted a question with multiple sub-parts, we will solve first three subparts for…

Q: Let X1 and X2 be independent random variables with respective binomial distributions b(3,1/2) and…

A: The provided information is as follows:The  and  are two independent variables.The  follows binomial…

Q: (1) Let X be a random variable with a function (3 1 4 xt (3-x)! *- 0,1, 2,3 , then E(x+1) is o.w (e)…

A:

Q: 2. Let U1, U2,... be independent random variables, each with continuous distribution that is uniform…

A: The problem can be solved using the concept of expectation and moment generating function.

Q: 1) Let the probability function of a discrete random variable X be 100) = {(²+²) (0.5) (05) 1-²,…

A: Solution

Q: Q2/(a) Let X be a random variable with p.d.f. kx 1<x<∞ S(x)=• find k. O.w

A: The p.d.f of X is given below: fx=kx-2   1&lt;x&lt;∞0          ow

Q: Example 7:36. Let (X₁) be mutually independent, each assuming the values 0, 1, 2, 3, ..., a – 1 with…

A: The probability distribution of variable X can be written as follows: P(X=x)=1a,x=0,1,2,……

Q: 3- Show that, if the random variables X and Y are N(0 6,0",r) , thên 1 a) E{ fy(y|x)} = =exp{- 20…

A:

Q: 7. A discrete random variable X taking non-negative integer values has probability gen- erating…

A:

Q: A simple example of a random variable is the indicator of an event A, which is denoted by IA: IA(W)…

A: Indicator function is defined as   IA(ω) =1 if ω ∈ A, 0 otherwise

Q: (a) Var(X + Y ) = Var(X)+ Var(Y) (b) Ε(XY) - (EX) (EYΥ) (c) E(X + Y ) = EX+ EY

A: Since we answer up to three subparts of a problem, we'll be answering the first three sub parts…

Q: Let X be a random variable with p.d.f. 1<x<0 f(x) =- find k. O.W

A: Given, X be a random variable with p. d. f. f(x)=12kx-2   ; 1&lt;x&lt;∞0           ; O.W. constant k…

Q: (40) Let X be a random variable with p.d.f. (k +4)e-3* f(x) =- 01) O.w

A: