Statistics - Introduction to Probability
Please show all work



Statistics - Introduction to Probability Please show all work Let Y1 and Y2 be continuous random...
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QUESTION 12 Let Y1 and Y2 be continuous random variables with the joint p.d.f. (probability density function) f(V1, V2) given by 23 v 2² v2 V1 V2 for -2 S Vis 1 and 0 Sy2 si fly1, y2) = 0 elsewhere Find the joint c.d.f. (cumulative distribution function) of the bivariate random variables Y1 and Y2 os 2 0 2 3 1 2 ² 1 2 o (v?? + 8) vz?
Let Y1<Y2<...<Yn be the
order statistics of a random sample of size n from the distribution
having p.d.f f(x) = e-y , 0<y<, zero elsewhere. Answer the following
questions.
(a) decide whether Z1 = Y2
and Z2=Y4-Y2 are
stochastically independent or not. (hint. first find the joint
p.d.f. of Y2 and Y4)
(b) show that
Z1 = nY1, Z2=
(n-1)(Y2-Y1),
Z3=(n-2)(Y3-Y2), ....,
Zn=Yn-Yn-1
are stocahstically
independent and that each Zi has the exponential
distribution.(hint use change of variable technique)
Let (X1, Y1) and (X2, Y2) be independent and identically distributed continuous bivariate random variables with joint probability density function: fX,Y (x,y) = e-y, 0 <x<y< ; =0 , elsewhere. Evaluate P( X2>X1, Y2>Y1) + P (X2 <X1, Y2<Y1) .
15. (30 points) Let Y1 < Y2 < Y3 < Y4 be the order statistics of a random sample of size n = 4 from a distribution with p.d.f.f(x) 2x, 0 < x < 1, zero elsewhere. Evaluate E[Yalyj]. [Hint: First find the joint p.d.f. of Y3 and Y4, and then find the conditional p.d.f. of Y4 given Y3 y3]
15. (30 points) Let Y1
Let Y1 and Y2 have the joint probability density function given by f(y1, y2) = ( 1, 0 ≤ y1 ≤ 1, 0 ≤ y2 ≤ 1 0, elsewhere.) (a) Show that Y1 and Y2 are independent. (b) What is the covariance Cov(Y1, Y2)?
2. Suppose that Y and Y2 are continuous random variables with the joint probability density function (joint pdf) a) Find k so that this is a proper joint pdf. b) Find the joint cumulative distribution function (joint cdf), FV1,y2)-POİ уг). Be y, sure it is completely specified! c) Find P(, 0.5% 0.25). d) Find P (n 292). e) Find EDY/ . f) Find the marginal distributions fiv,) and f2(/2). g) Find EM] and E[y]. h) Find the covariance between Y1...
A) Find fY1 and show that the area under this is
one
B) Find P(Y1 > 1/2)
Let (Y1, Y2) denote the coordinates of a point chosen at random inside a unit circle whose center is at the origin. That is, Y1 and Y2 have a joint density function given by 1 yiy f(y, y2) 0, - elsewhere
Let (Y1, Y2) denote the coordinates of a point chosen at random inside a unit circle whose center is at the origin....
Let Y1 have the joint probability density function given by and Y2 k(1 y2), 0 s y1 y2 1, lo, = elsewhere. (a) Find the value of k that makes this a probability density function k = (b) Find P 1 (Round your answer to four decimal places.)
Let Yı, Y, have the joint density S 2, 0 < y2 <yi <1 f(y1, y2) = 0, elsewhere. Use the method of transformation to derive the joint density function for U1 = Y/Y2,U2 = Y2, and then derive the marginal density of U1.
7.46. Let Yi < Y2 Y, be the order statistics of a random sample of size 3 from the distribution with p.d.f. zero elsewhere. Find the Joint p.d.f. of Z.-,, Z,-, and Z,- YYY,. The corresponding transformation maps the space 12 Show that z, and z, are joint sufficient statistics for θ1 and θ2.
7.46. Let Yi