Numerical Analysis
Numerical Analysis
3rd Edition
ISBN: 9780134696454
Author: Sauer, Tim
Publisher: Pearson,
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Chapter 12.2, Problem 5E

a.

To determine

To explain: Why the normalized simultaneous iterations fail for the given matrix.

b.

To determine

To explain: Why the normalized simultaneous iterations fail for the given matrix.

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B1 The x distribution is a special case of Gamma distribution (not to be confused with gamma function; see below). The density function of the Gamma distribution with parameters and k is given by where -1 e -x/0 (x) = = г(k) Øk if x > 0, and otherwise, г(k) = √ ₁ k-1-x dx x' e is the gamma function. (a) For every k ≥ 1, 0 > 0, find the mode of the density. Hint: The algebra can be simplified by appropriate use of logarithms. ~ Now suppose that X1,..., Xn id Exp(\) and that we have a prior belief in A which is consistent with a prior distribution X. Gamma(a, b), for some a, ß, i.e. the prior density of is Baxa-1-BA T(a) e = so 01/ẞ and k = a. (b) Write down the likelihood, and show that the posterior distribution for \ is also a Gamma distribution, but with parameters a +n and B + Σ Xi. (c) Find the mode of the posterior distribution and examine the behaviour as n → ∞.
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Chapter 12 Solutions

Numerical Analysis

Ch. 12.1 - If A is a 66 matrix with eigenvalues -6, -3, 1, 2,...Ch. 12.1 - Prob. 1CPCh. 12.1 - Prob. 2CPCh. 12.1 - Prob. 3CPCh. 12.1 - Prob. 4CPCh. 12.2 - Prob. 1ECh. 12.2 - Prob. 2ECh. 12.2 - Prob. 3ECh. 12.2 - Call a square matrix stochastic if the entries of...Ch. 12.2 - Prob. 5ECh. 12.2 - (a) Show that the determinant of a matrix in real...Ch. 12.2 - Decide whether the preliminary version of the QR...Ch. 12.2 - Prob. 8ECh. 12.2 - Prob. 1CPCh. 12.2 - Prob. 2CPCh. 12.2 - Prob. 3CPCh. 12.2 - Prob. 4CPCh. 12.2 - Prob. 5CPCh. 12.2 - Prob. 6CPCh. 12.2 - Prob. 7CPCh. 12.2 - Verify the page rank eigenvector p for Figure...Ch. 12.2 - Prob. 2SACh. 12.2 - Prob. 3SACh. 12.2 - Prob. 4SACh. 12.2 - Set q=0.15 . Suppose that Page 2 in the Figure...Ch. 12.2 - Prob. 6SACh. 12.2 - Design your own network, compute page ranks, and...Ch. 12.3 - Find the SVD of the following symmetric matrices...Ch. 12.3 - Prob. 2ECh. 12.3 - Prob. 3ECh. 12.3 - (a) Prove that the ui , as defined in Theorem...Ch. 12.3 - Prove that for any constants a and b, the nonzero...Ch. 12.3 - Prob. 6ECh. 12.3 - Prob. 7ECh. 12.3 - Prove that for any constants a and b, the nonzero...Ch. 12.4 - Use MATLAbS svd command to find the best rank-one...Ch. 12.4 - Prob. 2CPCh. 12.4 - Find the best least squares approximating line for...Ch. 12.4 - Find the best least squares approximating plane...Ch. 12.4 - Prob. 5CPCh. 12.4 - Continuing Computer Problem 5, add code to find...Ch. 12.4 - Use the code developed in Computer Problem 6 to...Ch. 12.4 - Import a photo, using MATLABs imread command. Use...
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Matrix Factorization - Numberphile; Author: Numberphile;https://www.youtube.com/watch?v=wTUSz-HSaBg;License: Standard YouTube License, CC-BY