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- Suppose X and Y have joint probability density function flx.v.zl= a(x*+ xyz),0Suppose that X and Y have a joint probability density 7e-2-7y if x, y ≥ 0 otherwise (a) Verify that fx.y is indeed a probability density function. function given by fx.x (x, y)Ax, xe[0,2], 10. t 3 f(x) = 'is the probability density function for some continuous r.v.. Find A= F(x)=Find the Moment Generating function for the density function in the attached file. f(x) = x-1, a> 0, x 20 מיגLet X = µ + oZ; so that X N(u, o2). Find the probability density function of X.Let Y1,...,Yn constitute a random sample from the probability density function given by fy (yl0) = 02 (0- y), for y E [0,0] Find an estimator for 0 by using the method of moments.Please complete each portionSuppose (X; Y ) is a continuous random vector with joint probability density function fx.y(x.v)= v Osxs2,0Let X and Y have the joint probability density function fxy(x, y) = {#², for 0Consider the probability density fy (x) = a . e~b lx!, where X is random variable whose allowable values range from x = - ∞ to + o. Find (a) the CDF (b) the relation between a and b (c) the probability that x lies between 1 and 2.The time X of a certain chemical reaction, measured in hours, has the probability density function f(x) = -2x + 2 over the interval [0,1]. A. Draw the draw of this probability density function. B. Verify that it is a probability density function of a continous random variable X. C. Find the probability that the time of a reaction more than 0.5 hour.Recommended 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