Basics of Matrix Algebra for Statistics with R

✍ Scribed by Fieller, Nick

• Year: 2018
• Tongue: English
• Leaves: 240
• Series: Chapman and Hall/CRC the R Ser
• Edition: 1st ed
• Category: Library

✦ Table of Contents

Front Cover......Page 1
Contents......Page 10
Preface......Page 18
Chapter 1: Introduction......Page 20
Chapter 2: Vectors and Matrices......Page 40
Chapter 3: Rank of Matrices......Page 70
Chapter 4: Determinants......Page 78
Chapter 5: Inverses......Page 90
Chapter 6: Eigenanalysis of Real Symmetric Matrices......Page 102
Chapter 7: Vector and Matrix Calculus......Page 122
Chapter 8: Further Topics......Page 132
Chapter 9: Key Applications to Statistics......Page 162
Bibliography......Page 236
Back Cover......Page 240