Given p1 and p2 be positive real numbers less than 1 and let X and Y be discrete random variables with joint probability mass function as shown above:
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- Let X1, X2, X3, X4 be random variables that are all independent of each other and have the same distribution, namely, P(X1 = 1) = 0.2, P(X1 = 0) = 0.8, and identically so for X2, X3, X4. Calculate the probability that P(X1 + X2 + X3 + X4 <= 3)Suppose that X is a discrete random variable, and suppose that the probability mass function of X is given as follows: p(0) = 0.4, p(10) = 0.3, p(20) = 0.2 and p(30) = 0.1. a) The expected value of Xis b) The variance of Xis c) The probability that X is at most 20 is d) The probability that Xis at least 20 isSuppose X1, X2 are i.i.d. random variables, each uniformly distributed on {−1, 0, 1}. Find the probability function for X1 + X2. That is, find P(X1 + X2 = k), for k = −2, ..., 2.
- An ordinary (fair) coin is tossed 3 times. Outcomes are thus triples of “heads” (h) and “tails” (t) which we write hth, ttt, etc. for each outcome let R be the random variable counting the number of heads in each outcome. For example, if the outcome is hhh, then R (hhh)=3. Suppose that the random variable X is defined in terms of R as follows: X= 2R-2R^2-3. The values of X are given in the table below.Let X be a random variable with an outcome space {1, 2, 3, 4, 8, 6} and a probability mass function of P(X) = Illustrate the probability distribution and solve the following: 25 а. Р(X > 4) b. P(X < 3) с. Р(2 < X < 8)Let X be a discrete random variable with probability function f(x) = kx for x = 0,2,5,7. The value of k is equal to: %3D 1/14 1/9 1/10 3/10
- Suppose R is a discrete random variable that only takes positive integer values. Suppose the cumulative distribution function of R satisfies F(2.5) = 0.6 and F)3.5) = 0.8. Is there enough information to calculate the probability P(R = 3) ? If so, what is the probability?X and Y are independent random variables uniformly distributed over (0, 1). Compute the probability that the larger of the two is at least three times as large as the other one.2. We have two fair dice, one red and one blue. When we roll them together, the outcome can be shown as an order pair, (R, B) where R and B are numbers from the red and the blue die, respectively. Let X be a random variable defined by X(R, B) = R - B where R and B are numbers from red and blue dice, respectively. (a) What is the probability mass function for the random variable? Show that as a table.
- Let X and Y be two discrete random variables with the joint probability distribution is given by: Y= f(x.y) 2 1/6 1/3 1/12 X= 1/6 1/12 2 0 1/6 Then E ([(X + 2Y)®]) is equal to: None of these 147/12 57/6 281/12Suppose that the moment-generating function of a random variable X is given by Mx(1) = +" +" + 4 3t 2 4 5t 15 Find the probability mass function of X.Let X and Y be two random variables such that Cov(X.Y) = -3 . Then %3D O None of these O cov(-3X+5,-3Y+5)=-18 cov(3X+5,-2Y+5)=18 O cov(5X+3,-2Y-2)=-20