The random variables X and have joint probability distribution specified by the following table: y=0 y=1 y=2 x=1 o Please provide all answers to the following to three decimal places. (a) Find the expectation of XY. 0.375 (b) Find the covariance Cov(X, Y) between X and Y. 64 (c) What is the correlation between X and Y? -0.0463 (d) Suppose the random variables X and Y above are connected to random variables U and V by the relations X = 9U + 9 Y = 4V + 8 What is the covariance Cov(U, V)? 5184 (e) What is the correlation between U and V?

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question
The random variables \(X\) and \(Y\) have a joint probability distribution specified by the following table:

\[
\begin{array}{c|ccc}
 & y=0 & y=1 & y=2 \\
\hline
x=0 & \frac{1}{4} & 0 & \frac{1}{8} \\
x=1 & \frac{1}{4} & \frac{3}{8} & 0 \\
\end{array}
\]

Please provide all answers to the following to three decimal places.

(a) Find the expectation of \(XY\).
\[
0.375
\]

(b) Find the covariance \(\text{Cov}(X, Y)\) between \(X\) and \(Y\).
\[
-\frac{1}{64}
\]

(c) What is the correlation between \(X\) and \(Y\)?
\[
-0.0463
\]

(d) Suppose the random variables \(X\) and \(Y\) above are connected to random variables \(U\) and \(V\) by the relations:
\[
X = 9U + 9 
\]
\[
Y = 4V + 8
\]

What is the covariance \(\text{Cov}(U, V)\)?
\[
-\frac{1}{5184}
\]

(e) What is the correlation between \(U\) and \(V\)?

\[ 
\boxed{} 
\]
Transcribed Image Text:The random variables \(X\) and \(Y\) have a joint probability distribution specified by the following table: \[ \begin{array}{c|ccc} & y=0 & y=1 & y=2 \\ \hline x=0 & \frac{1}{4} & 0 & \frac{1}{8} \\ x=1 & \frac{1}{4} & \frac{3}{8} & 0 \\ \end{array} \] Please provide all answers to the following to three decimal places. (a) Find the expectation of \(XY\). \[ 0.375 \] (b) Find the covariance \(\text{Cov}(X, Y)\) between \(X\) and \(Y\). \[ -\frac{1}{64} \] (c) What is the correlation between \(X\) and \(Y\)? \[ -0.0463 \] (d) Suppose the random variables \(X\) and \(Y\) above are connected to random variables \(U\) and \(V\) by the relations: \[ X = 9U + 9 \] \[ Y = 4V + 8 \] What is the covariance \(\text{Cov}(U, V)\)? \[ -\frac{1}{5184} \] (e) What is the correlation between \(U\) and \(V\)? \[ \boxed{} \]
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps with 2 images

Blurred answer
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman