Suppose that Y is a normal random variable with mean μ and variance σ 2 , and suppose also that the conditional distribution of X, given that Y = y , is normal with mean y and variance 1. a. Argue that the joint distribution of X, Y is the same as that of Y + Z , Y when Z is a standard normal random variable that is independent of Y. b. Use the result of part (a) to argue that X, Y has a bivariate normal distribution . c. Find E [ X ] , var ( X ) , and C o r r ( X , Y ) . d. Find E [ Y | X = x ] . e. What is the conditional distribution of Y given that X = x ?
Suppose that Y is a normal random variable with mean μ and variance σ 2 , and suppose also that the conditional distribution of X, given that Y = y , is normal with mean y and variance 1. a. Argue that the joint distribution of X, Y is the same as that of Y + Z , Y when Z is a standard normal random variable that is independent of Y. b. Use the result of part (a) to argue that X, Y has a bivariate normal distribution . c. Find E [ X ] , var ( X ) , and C o r r ( X , Y ) . d. Find E [ Y | X = x ] . e. What is the conditional distribution of Y given that X = x ?
Solution Summary: The author explains how the joint distribution of mathrmX,mây of the given random variable is calculated.
Suppose that Y is a normal random variable with mean
μ
and variance
σ
2
, and suppose also that the conditional distribution of X, given that
Y
=
y
, is normal with mean y and variance 1.
a. Argue that the joint distribution of X, Y is the same as that of
Y
+
Z
, Y when Z is a standard normal random variable that is independent of Y.
b. Use the result of part (a) to argue that X, Y has a bivariate normal distribution.
c. Find
E
[
X
]
,
var
(
X
)
, and
C
o
r
r
(
X
,
Y
)
.
d. Find
E
[
Y
|
X
=
x
]
.
e. What is the conditional distribution of Y given that
X
=
x
?
Features Features Normal distribution is characterized by two parameters, mean (µ) and standard deviation (σ). When graphed, the mean represents the center of the bell curve and the graph is perfectly symmetric about the center. The mean, median, and mode are all equal for a normal distribution. The standard deviation measures the data's spread from the center. The higher the standard deviation, the more the data is spread out and the flatter the bell curve looks. Variance is another commonly used measure of the spread of the distribution and is equal to the square of the standard deviation.
Pam, Ron, and Sam are using the method of sealed bids to divide among themselves four items. Table on the next page shows the bids that each player makes for each item. Use this example to answer questions 19 to 23
Pam
Ron
Sam
Bedroom Set
$860
$550
$370
Dining Room Set
$350
$420
$500
Television
$230
$440
$340
Sofa set
$480
$270
$230
What is the value of Sam’s fair share
Group of answer choices
None of these
$360
$370
$500
$480
In a survey, the planning value for the population proportion is p 0.25. How large a sample should be taken to provide a 95% confidence interval with a margin of error
of 0.03? Round your answer up to the next whole number.
800
{
Find the LaPla se trnsofrom of
a) chi-square Distribution.
b) Normal Distribution.
C) Gamma Distribution.
prove that Binomial (n, 2) Poisson (2)
*********************
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