If the discrete random variable X has the pmf for 2-1,0,1,3, a = find E(X), and var(X).

Q: Let X, Y be independent Uniform (0, 2) random variables. Define Y, if X }. Z = Compute E[Z] and…

A: X,Y ~ Uniform(0,2) E(X) = E(Y) = 0+22=1 Var(X) = Var(Y) = (2-0)212=412=13 Z = Yif X <122Yif X≥12…

Q: Suppose that Y, Y2.,Yn parameter (2,8+ 4). are independent random variables from a gamma…

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Q: 1- X and Y are independent random variables and have U(0,1) distribution. Let Z = min{X,Y}. Find…

A: Solution

Q: X and Y is a gamma Random Variable with ld=2 and a l if x and r are independent exponential Random…

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Q: Suppose the random variable X has pdf Exp(- (u - 2)²), fx(u) = K 2√2π 0≤u≤ 4, otherwise. where K is…

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Q: If two random variables, X and Y, are independent, then the joint characteristic function is equal…

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Q: A poisson random variables has f(x,3)= 3x e-3÷x! ,x= 0,1.......,∞. find the probabilities for X=0 1…

A: Given: Let X be a Poisson random variable. The probability mass function is provided as:…

Q: 1) If Var(X-Y) = 2, Var(X+Y) = 4, E(X) = 3 and E(Y) = 1, than what is E(XY)? 2) If X and Y are…

A: Solution is given below

Q: If X,, X2,...,X, constitute a random sample of size n from a population with p.d.f. given by .....…

A: Find MLE of θ

Q: Suppose that Z is a discrete random variable with Var(Z) = 1/2 and E(Z) = 2. Match up the following…

A: 1] Var(Z)=12 2] E(Z)=2

Q: 5. If X is an exponential random variable with parameter 2, and c > 0, show cX is exponential with…

A: Using transformation of cumulative distribution

Q: Given p1 and p2 be positive real numbers less than 1 and let X and Y be discrete random variables…

A: Hello! As you have posted more than 3 sub parts, we are answering the first 3 sub-parts(Probability…

Q: Suppose that we observe m iid Bernoulli(0) random variables, denoted by Y₁,..., Ym. Show that the…

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Q: Suppose that Y is a continuous random variable. Show EY = yfr(y)dy.

A: Here, we have to prove EY=∫-∞∞yfydy.

Q: 2. Let us consider a discrete random variable having the pmf given by, k = 1 Px(k) = {2 k = 2. 3' 0,…

A: We have been given the pmf as,   Px(k)=13,      k=123,      k=20,        k=3 The mgf is given by,…

Q: X and Y are independent random variables and have U(0,1) distribution. Let Z = min{X,Y}. Find E[Z].

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Q: If X1, X2, ,X, be n independent random exponential variables, each having a parameter ), .......S…

A: Since sum of exponential distribution is gamma distribution

Q: 4. Suppose the joint PDF of two random variables X and Y are given below. |(ry² + x²y), if 0 < 1< 1,…

A: The joint pdf of two random variable x and y is given: fX,Yx,y = cxy2 + x2y,if 0≤x≤1, 0≤y≤1…

Q: Let X1,..., Xn be iid random variables from Poisson(A). Find a sufficient statistic for X. Use this…

A: Given information: The probability density function of the random variable X is as given below:

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: If X is Poisson random variable with parameter λ, compute E[1/(X + 1)]

A: We have given that If X is Poisson random variable with parameter λ,  we have to compute E[1/(X +…

Q: Suppose that three random variables X1, X2, X3 form a random sample  from the uniform distribution…

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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 are independent chi-square random variables with respective parameters r and r,, show…

A: Answer:

Q: Two random variables X and Y have the joint characteristic function Pxr (@,, a, ) = exp(-20f -8a})…

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Q: A continuous random variable has a p.d.f. ſkx³(1 – x)²0 < x < 1 | f(x) = Ootherwise

A: Given,f(x)={kx3(1-x)2  ;0&lt;x&lt;10                   ;otherwise

Q: If X is a uniform random variable over the interval (8, 12), find E[X]

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Q: Let X1, X2,..., Xn be independent exponential random variables with mean if. For example, E(X1)=0,…

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Q: X1 and X2 are independent random variables each distributed as N (0, 1). Show that the MGF of (X,-…

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Q: Let X be a geometric random variable with parameter px parameter py 1/2 and let Y be a geometric…

A: Geometric distribution:A random variable x is said to follow a geometric distribution, if the…

Q: Let X and Y be two random variables with E (X) = 1, E (Y) = 2, Var (X) = 1, Var (Y) = 2, !! Cov (X,…

A: Given that the mean of aX+bY is 3  So,  E(aX+bY)=3aE(X)+bE(Y)=3a(1)+b(2)=3a+2b=3a=3-2b ..........(Eq…

Q: If Y is an exponential random variable with parameter , then μ = E(Y) = 8 and o² = V(Y) = 8². The…

A: We have given that Y is an exponential random variable with parameters beta then mean = E(Y) = β…

Q: Suppose that X is a random variable for which E(X) = μ and Var(X) = σ2. Show that E[X(X − 1)] = μ(μ…

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Q: Suppose X has the geometric pmf fx(x) = ()*, z = probability distribution of Y = X/(X+1). Note that…

A: Given that:

Q: Given that a random variable X have a Poisson distribution with 2; Find E[cos(nX)] if E(X) = In 2

A: Given information: X = a Poisson random variable The expected value of X is: EX=ln 2=λ It is…

Q: The Poisson random variable X, has pmf f(2)- A, for z = 0, 1,2,3,.... Which of the following is…

A:

Q: Suppose X1, X2,..., X10 are independent random variables, Find P(X1+ X2 +...+ X10 < 25), assuming…

A: It is given that X is a random variable. Therefore, Bernoulli distribution is,

Q: 3. If x1, X2, X3, ..., Xn is a random sample from a normal 1 E xí is an unbiased estimator of…

A:

Q: .If a random variable X assumes the values 0 and 1 with P(X = 0) = 3 P(X = 1), then compute the…

A: From the given information, P(X=0)=3P(X=1) P(X=0)+P(X=1)=13P(X=1)+P(X=1)=1…

Q: X is an exponential random variable with parameter λ = 1/4 Calculate P {X ≤ 4}

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Q: If X1 and X2 are independent random variables havingexponential densities with the parameters θ1 and…

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Q: Let X, and X, be independent random variables with mean u and variance o?. Suppose that we have two…

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Q: Suppose X is a discrete random variable with pmf defined as p(x) = log10 fo x = {1,2,3,...9} Prove…

A: A pmf is legitimate if (i) 0≤P(x) ≤1                                   (ii) ∑P(x) =1

Q: If X1, X2, and X3 constitute a random sample of sizen = 3 from a Bernoulli population, show that Y…

A: X1,X2,X3 are same from a Bernoulli distribution. Y=X1+2X2+X3 Let X1,X2,X3 are from Bernoullip.

Q: Let Y be a discrete random variable.  Let c be a constant.   PROVE  Var (Y) = E (Y2) - E (Y)2

A: We have to deduce the formula of variance.

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

A: The given equation is P(X = 1) = p = 1 – P(X = -1) and E(cX) = 1.

Q: 4. Suppose the joint PDF of two random variables X and Y are given below. | c(zy² + x*y), _if 0 <I<…

A: Given : fx,yx,y  =cxy2+x2y, if 0≤x≤1,0≤y≤11    ,  otherwise

Q: Consider the random variable X such that E(X) = 3 and Var(X) = 2 if the random variable Z = 1+5X.…

A: Given information:Given that the mean and variance of the variable X is 3 and 2.That is, E(X) = 3…