Let B be an n x n symmetric matrix such that B2 = B. Any such matrix is called a projection matrix (or an orthogonal projection matrix). Given any y in %3D R", let ŷ = By and z = y – ŷ. a. Show that z is orthogonal to ŷ. b. Let W be the column space of B. Show that y is the sum of a vector in W and a vector in w1. Why does this prove that By is the orthogonal projection of y onto the column space of B?

Elementary Linear Algebra (MindTap Course List)
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ISBN:9781305658004
Author:Ron Larson
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Chapter4: Vector Spaces
Section4.6: Rank Of A Matrix And Systems Of Linear Equations
Problem 69E: Consider an mn matrix A and an np matrix B. Show that the row vectors of AB are in the row space of...
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Let B be an n x n symmetric matrix such that B2 = B. Any such matrix is called a projection matrix (or an orthogonal
projection matrix). Given any y in
%3D
R", let ŷ = By and z = y – ŷ.
a. Show that z is orthogonal to ŷ.
b. Let W be the column space of B. Show that y is the sum of a vector in W and a vector in w1. Why does this prove that
By is the orthogonal projection of y onto the column space of B?
Transcribed Image Text:Let B be an n x n symmetric matrix such that B2 = B. Any such matrix is called a projection matrix (or an orthogonal projection matrix). Given any y in %3D R", let ŷ = By and z = y – ŷ. a. Show that z is orthogonal to ŷ. b. Let W be the column space of B. Show that y is the sum of a vector in W and a vector in w1. Why does this prove that By is the orthogonal projection of y onto the column space of B?
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