Question: Suppose we have a random number generator to obtain sequences for two independent random variables Z1 and Z2 with the standard normal distribution. Please find

Suppose we have a random number generator to obtain sequences for two independent random variables Z1 and Z2 with the standard normal distribution. Please find a linear transformation matrix to obtain the sequences for two new random variables X1 and X2 with the standard normal distribution but with the correlation of . Hint: for simplicity, you can assume X1=Z1 first. In this problem, we assume that Z1 and Z2 are two independent random variables sampled from the standard normal distribution. we are asked to find a linear transformation to obtain two new variables X1 and X2 with the correlation of r but each of them still obeys the standard normal distribution. Namely we need to find the four elements for the 2X2 transformation matrix

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Mathematics Questions!