Suppose that X1,..., Xn are i.i.d. N (0, 5) with density f (x, 0) = V27 x € R, 0 > 0 where 0 is an unknown parameter. The prior T(0) on 0 is assumed to be Gamma(4, ) with the density of a Gamma(a, B) given by: T(8) 1 ga-1 e, a, ß > 0. T(a)Ba a) Find the maximum likelihood estimator for 0. 1 X2 Ô mle 1 Ômle ΣΧ Ômle Ômle = X2
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- Suppose that the joint probability density function of X and Y is fx,y(x,y) = 78.125(x² - y²) e-5x, for 0A random process {X(t)} is given by X(t) = A cos pt + B sin pt, where A and B are independent RVs such that E(A) = E(B) = 0 and E(A²) = E(B²) = o². Find the power spectral density of the process I %3D9. X is uniform in [0,1]. Obtain the pdf of Y=X", n>0.(11) When the conditional density of X given Y = y E (0, 1) is 2x fx\Y=y (x) = y < x < 1. 1 – y² ’ Compute E(X|Y = 0.25). 0.7 0.25 0.75 None of the above N/A (Select One)7. Find the related density function for the following distribution functions: 1 (a) F(x)= arctan x, − or co T I (b) F(x)=0 if x <0, 1-e-*if x≥0; 0≥0. 2 x² (c) F(x) = 0, if x < 0, + if 0 < x < 1, 2x - 2 2 1, if 19. A simple random sample of size n is taken from a population with density f(x) = x°(1+ 0), 0(1) Find the constant c in the following bivariate density. Scz' y? if z € (-1,1) and y e (x², 1) f(x,y) := if otherwise. The correct answer is 24/7 24 7 4/27 27/4 N/A (Select One)Let X1, .., Xn be a random sample from a population with 0 unknown and given by the density = * itz>0 { e f(x; 8) if x (Ə ln(f(X;0) nEdy and v of f d If y = f(x). then f'(x), y'. f(z) all represent the [Select] at x.23. Let z = f(x, y) = 2x* – y. [6.2] a) Use differentials to estimate Az when x = 3, y = 2, Ax = 0.01, and Ay = 0.02. b) Find Az by evaluating f(x + Ax, y + Ay) – f(x, y). %3D1 + xy 4 1. Let X and Y be jointly distributed with PDF f(x, y) = 0 RV's X2 and Y2 are independent but X and Y are not independent. if x < 1, y < 1 otherwise Show that theRecommended textbooks for youMATLAB: An Introduction with ApplicationsStatisticsISBN:9781119256830Author:Amos GilatPublisher:John Wiley & Sons IncProbability and Statistics for Engineering and th…StatisticsISBN:9781305251809Author:Jay L. DevorePublisher:Cengage LearningStatistics for The Behavioral Sciences (MindTap C…StatisticsISBN:9781305504912Author:Frederick J Gravetter, Larry B. WallnauPublisher:Cengage LearningElementary Statistics: Picturing the World (7th E…StatisticsISBN:9780134683416Author:Ron Larson, Betsy FarberPublisher:PEARSONThe Basic Practice of StatisticsStatisticsISBN:9781319042578Author:David S. Moore, William I. Notz, Michael A. FlignerPublisher:W. H. FreemanIntroduction to the Practice of StatisticsStatisticsISBN:9781319013387Author:David S. Moore, George P. McCabe, Bruce A. CraigPublisher:W. H. FreemanMATLAB: An Introduction with ApplicationsStatisticsISBN:9781119256830Author:Amos GilatPublisher:John Wiley & Sons IncProbability and Statistics for Engineering and th…StatisticsISBN:9781305251809Author:Jay L. DevorePublisher:Cengage LearningStatistics for The Behavioral Sciences (MindTap C…StatisticsISBN:9781305504912Author:Frederick J Gravetter, Larry B. WallnauPublisher:Cengage LearningElementary Statistics: Picturing the World (7th E…StatisticsISBN:9780134683416Author:Ron Larson, Betsy FarberPublisher:PEARSONThe Basic Practice of StatisticsStatisticsISBN:9781319042578Author:David S. Moore, William I. Notz, Michael A. FlignerPublisher:W. H. FreemanIntroduction to the Practice of StatisticsStatisticsISBN:9781319013387Author:David S. Moore, George P. McCabe, Bruce A. CraigPublisher:W. H. Freeman