Exercise 8.25 Suppose a, b, and d are nonzero integers. Suppose dla and d(a2+ 62). 1....
1. Suppose X ∼ Gamma(a,b) and Y ∼ Gamma(c,d). Furthermore suppose X and Y are independent. Let W = X + Y . (a) Find the MGF of W. (b) What restrictions would need to be placed on the values of a, b, c, and d in order for W to be a Gamma Random Variable. What would the parameters be?
Suppose X Gamma (a; b) and YGamma (c; d). Let W-X+Y. (a) Find the MGF of w. (b) What restrictions would need to be placed on the values of a, b; c; and d for Ww to be a Gamma Random Variable. What would the parameters be?
Suppose X ∼ Gamma(a, b) and Y ∼ Gamma(c, d). Let W = X + Y . (a) Find the MGF of W. (b) What restrictions would need to be placed on the values of a, b, c, and d in order for W to be a Gamma Random Variable. What would the parameters be?
Numbers 3,4,11 a. SublactiTlnb b. division of nonzero rationals c. function composition of polynomials with real coefficients d. multiplication of 2 × 2 matrices with integer entries e. exponentiation of integers 3. Which of the following binary operations are commutative? a. substraction of integers b. division of nonzero real numbers c. function composition of polynomials with real coefficients d. multiplication of 2 × 2 matrices with real entries e. exponentiation of integers 4. Which of the following sets are closed...
A random variable X has the following mgf et M(t)=1−t, t<1. (a) Find the value of ∞ (−1)k E(Xk). (b) Find the value of E(2−X). (c) Find the value of Var(2−X). (d) Find the probability P (X > 4). 10. A random variable X has the following mgf М() t 1 1 t (a) Find the value of 1E(Xk) (b) Find the value of E(2X). (c) Find the value of Var(2-X) k 0 k! (d) Find the probability P(X >...
Suppose you are given an array of n integers a1, a2, ..., an. You need to find out the length of its longest sub-array (not necessarily contiguous) such that all elements in the sub-array are sorted in non-decreasing order. For example, the length of longest sub-array for {5, 10, 9, 13, 12, 25, 19, 70} is 6 and one such sub-array is {5, 10, 13, 19, 70}. Note you may have multiple solutions for this case. Use dynamic programming to...
The moment generating function (MGF) for a certain probability distribution is given by 2 (2 + 2) , M(t) = R. t 2 Suppose Xi, X2, are iid random variables with this distribution. Let Sn -Xi+ (a) Show that Var(X) =3/2, i = 1,2. (b) Give the MGF of Sn/v3n/2. (c) Evaluate the limit of the MGF in (b) for n → 0. The moment generating function (MGF) for a certain probability distribution is given by 2 (2 + 2)...
Refer to exercise 9.109{ Suppose that n integers are drawn at random and with replacement from the integers 1, 2, ..., N. That is, each sampled integer has probability of 1/N of taking on any of the values 1, 2, ..., N, and the sampled values are independent. (a) Find the method-of-moments estimator of N. (b) Find } (a) Find the MLE, of N. Ni
(d)n- 1013 2. Let a, b, c, d be integers. Prove the statement or give a counterexample (a) If (ab) c, then a |c and alc. (b) If a l b and c|d, then ac bod (c) If aYb and alc, then aYbc. (d) If a31b4, then alb. (e) If ged(a, b) 1 and alc and b c, then (ab) c. Here a and b are relatively prime integers, also called coprime integers.] rherF and r is an integer with...
(For this question, do not use prime factorization) Suppose that a, b and d are positive integers with d ab. Prove that there exists positive integers e and f such that ea, f b and d= ef. Further show that the values of e and f are unique if (a, b) = 1.