Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Let (X, Y, Z)T, t2 0, be a joint-Gaussian process with each component a Brownian motion with means E[X] = -2t E[Y ] = t

image text in transcribed
Let (X, Y, Z)T, t2 0, be a joint-Gaussian process with each component a Brownian motion with means E[X] = -2t E[Y ] = t E[Z ] = -4t variances var(X) = t var(Y ) = 2t var(Z) = 9t and covariances cov(X, Y) = -min (t s) cov(X, z) = -2 min (t. s) cov(Y, z) = 4 min (t. s). Define the process G. = -t - 57 +2Y, t20. (a) Find the distribution of G, [3 marks]. (b) Determine if G, is a Brownian motion [3 marks]. (c) Using R, simulate a sample of G, of size n = 105 and assess the normality of the sample using an appropriate plot [3 marks]. (d) Using R, compute P(G, = 40|X, = -1) [3 marks]. Hint. Use R function pmvnorm from mvtnorm package. (e) Find var(G,|X, = -1) = cov(G2, G,|X, = -1) [3 marks]. (1) Find E [(( ) [X, = -1] [3 marks]

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image_2

Step: 3

blur-text-image_3

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Elementary Statisitcs

Authors: Barry Monk

2nd edition

1259345297, 978-0077836351, 77836359, 978-1259295911, 1259295915, 978-1259292484, 1259292487, 978-1259345296

More Books

Students also viewed these Mathematics questions