6. Let P be the standard normal distribution, i.e., P is the proba- bility measure on (R, B(R)) given by 1 dP(x) = 를 = e dx. √2πT Consider the random variables 21 fn(x) = (1 + x²) en+2, x Є R, n Є N. Using the dominated convergence theorem, prove that the limit Total marks 9 exists and find it. lim E(fn) n∞ [9 Marks]
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- Assume that x donotes the continuous random varlable with probability distribution of y & (x) and cumulative distribution as ISU FCx) =3x - 2x x>1 What is the P(0.9< X S 2)?Suppose that Y is a uniform continuous random variable on the interval (1,11). Calculate the expected value of the random variable (Y− 1)². Use one decimal place accuracy.Suppose that a continuous random variable X follows a uniform distribution over {-4, 4]. (a) Find the PDF of X (b) Use integration to find the distribution function of X and sketch it (c) Using the PDF or the CDF, find P(X< 0)
- Let X, be i.i.d random sequence of a Normal random variables with mean zero and variance o?. X,+X_ Define a new random sequence Y, = - 2 i. Determine mean of Y, ii. Determine auto-covariance of Y, iii. Determine cross-correlation between X, and Y,: E[X, Ym] iv. whether Y, is W.S.S or not Determine the joint pdf of Y1 and Y2 vi. V. For o =2, determine the probability P(0For the continuous probability function f (x) = Kx² e* when x20 fint i) k i) mean iii) varianceLet X be a continuous random variable that follows a uniform distribution over the interval (-3, 7]. Find the following. a. E(X) b. P(X=6) c. P(X<5) d. P(X|<4)Suppose a random variable Y uniformly distributed over the interval [2, 7]. 1. What is f(y)?We have a random variable X that is uniformly distributed on interval [-1,2]. Let Y = |X| - 1. We want to find pdf using CDF technique. What is the support and pdf for the random variable Y? What would fy(-.2) be? What about Fy(-.2) be?For a binomial distribution with parameters n=25 and p=0.70, determine the continuity correction for normal approximation for: a) P( X = 20) b) P( X > 20) c) P(X ≤ 20) d) P(X≥ 20)6. Given a continuous uniform distribution, show that A+B (a) μ = and 2 (b) 02: (B-A)² = 12Let Y1, Y2, ... , Yn be a random sample of size n from a gamma distribution with parameters α = 1and β = 2. Derive the probability distribution of the sample mean Y̅ using moment-generatingfunctions.Let X have the Pareto distribution with parameter a > 0. The Pareto PDF isfX (x) = a/x^a+1 if x ≥ 1 0 otherwise.(a) Find all medians of X.(b) Find all modes of X.SEE MORE QUESTIONS