SOLUTION:
GIVEN THAT
an integer, and suppose P~ Uniform([0, 1]) and N ~Binomial(m, P) (a) Determine E(Xk(NP) where χκ (n), k-0, 1,
(5) Fixm 2 1, an integer, and suppose P~ Uniform([0, 1]) and N ~Binomial(m, P) (a) Determine E(Xk...
(n) 6. Let X ~ Binomial (n,p). Prove that a. Ex=0 (6)p*(1 – p)n-* = ... = 1 b. E[X] = 21-0 x()p*(1 - 2)^-^ = = mp c. Var[X] = x=0x2 (1)p*(1 – p)n-x – (np)2 = ... = np(1 – p) d. My(t) = ... = (pet + 1 - p)n
e (4 marks) Let m be an integer with the property that m 2 2. Consider that X1, X2,.. ., Xm are independent Binomial(n,p) random variables, where n is known and p is unknown. Note that p E (0,1). Write down the expression of the likelihood function We assume that min(x1, . . . ,xm) 〈 n and max(x1, . . . ,xm) 〉 0 5 marks) Find , and give all possible solutions to the equation dL dL -...
Exercise 25: Let f: [0,1R be defined by x=0 fx)/n, m/n, with m, n E N and n is the minimal n such that z m/n x- m/n, with m,n E N and n is the minimal n such that x a) Show that L(f, P) = 0 for all partitions P of [0, 1]. b) Let m E N. Show that the cardinality of the set A :-{х є [0, 1] : f(x) > 1/m} is bounded by m(m...
M-file dft.m function Xk = dft(x) [N,M] = size(x); if M ~=1, % makes sure that x is a column vector x = x'; N = M; end Xk=zeros(N,1); n = 0:N-1; for k=0:N-1 Xk(k+1) = exp(-j*2*pi*k*n/N)*x; end Using the MATLAB M-file dft, compute the 32-point DFT of rn cos(₩), 0 〈 n < 10, x[n] 0 for all other n. COS
(A and C) Exercise 1.14. If n and k are integers, define the binomial coeffi- cient (m), read n choose k, by n! if 0 <k <n, = 0 otherwise. k!(n - k)! (a) Prove that ("#") = (m) + (-2) for all integers n and k. (b) By definition, () = 1 if k = 0 and 0 otherwise. The recursion relation in (a) gives a computational procedure, Pascal's triangle, for calculating binomial coefficients for small n. Start with...
Let X be random variable with the binomial distribution with parameters n and 0 < p < 1. (1) Show that (P(X = x) / P(X = x -1)) - 1 = np + (p - x)) / (x(1-p)) for any 1 ≤ x ≤ n. (2) Show that when 0 ≤ x < (n + 1)p , P(X = x) is an increasing function x and for (n + 1)p < x ≤ n, P(X = x) is a...
binomial RV B(n,p) 2. Simulating a Binomial RV. One procedure for generating uses n EXi is binomial if realizations of a uniform random variable and exploits the fact that Y the Xi are Bernoulli RVs. Here is an alternative procedure that requires generating only a single (!) uniform variate: 1/p and B 1/(1 p) 0) Let 1) Set 0 U[0, 1] 2) Generate 3) If k n, go to step 5; else, k ++ au; if u B(u- p). Go...
2. Suppose P and Q are positive odd integers such that (PQ)-1. Prove that Qm] Pn] P-1 0-1 0<m<P/2 0<n
5) let Y e β(n,m) (b) SX00 tha+ -Logy has same dist as Σ xk where x, are independent,k exporential rv 유아2 (r + s-i)-. (rt l)( r) might b useful
Question 8: For any integer n 20 and any real number x with 0<<1, define the function (Using the ratio test from calculus, it can be shown that this infinite series converges for any fixed integer n.) Determine a closed form expression for Fo(x). (You may use any result that was proven in class.) Let n 21 be an integer and let r be a real number with 0<< 1. Prove that 'n-1(2), n where 1 denotes the derivative of...