Basics of matrix algebra for statistics with R / (Record no. 124842)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02910nam a2200289Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | LDD |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200222120910.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 181029s9999 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781498712361 |
| Terms of availability | P 44.99 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | IGNOU Library |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | 23 |
| Classification number | 519.5028553 F461B |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Fieller, Nick |
| Relator term | author |
| 9 (RLIN) | 12027 |
| 245 #0 - TITLE STATEMENT | |
| Title | Basics of matrix algebra for statistics with R / |
| Statement of responsibility, etc. | Nick Fieller |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Boca Raton : |
| Name of publisher, distributor, etc. | CRC Press, Taylor & Francis Group, |
| Date of publication, distribution, etc. | 2016. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xviii, 226 pages ; |
| Dimensions | 25 cm. |
| 365 ## - TRADE PRICE | |
| Price amount | P 44.99 |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Chapman & Hall/CRC the R series (CRC Press) |
| 9 (RLIN) | 12028 |
| 500 ## - GENERAL NOTE | |
| General note | "A Chapman & Hall Book." |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction Objectives Further Reading Guide to Notation An Outline Guide to R Inputting Data to R Summary of Matrix Operators in R Examples of R Commands Vectors and Matrices Vectors Matrices Matrix Arithmetic Transpose and Trace of Sums and Products Special Matrices Partitioned Matrices Algebraic Manipulation of matrices Useful Tricks Linear and Quadratic Forms Creating Matrices in R Matrix Arithmetic in R Initial Statistical Applications Rank of Matrices Introduction and Definitions Rank Factorization Rank Inequalities Rank in Statistics Determinants Introduction and Definitions Implementation in R Properties of Determinants Orthogonal Matrices Determinants of Partitioned Matrices A Key Property of Determinants Inverses Introduction and Definitions Properties Implementation in R Inverses of Patterned Matrices Inverses of Partitioned Matrices General Formulae Initial Applications Continued Eigenanalysis of Real Symmetric Matrices Introduction and Definitions Eigenvectors Implementation in R Properties of Eigenanalyses A Key Statistical Application: PCA Matrix Exponential Decompositions Eigenanalysis of Matrices with Special Structures Summary of Key Results Vector and Matrix Calculus Introduction Differentiation of a Scalar with Respect to a Vector Differentiation of a Scalar with Respect to a Matrix Differentiation of a Vector with Respect to a Vector Differentiation of a Matrix with Respect to a Scalar Use of Eigenanalysis in Constrained Optimization Further Topics Introduction Further Matrix Decompositions Generalized Inverses Hadamard Products Kronecker Products and the Vec Operator Key Applications to Statistics Introduction The Multivariate Normal Distribution Principal Component Analysis Linear Discriminant Analysis Canonical Correlation Analysis Classical Scaling Linear Models Outline Solutions to Exercises Bibliography IndexExercises appear at the end of each chapter. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Matrices |
| General subdivision | Data processing. |
| 9 (RLIN) | 9305 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Mathematical statistics |
| General subdivision | Data processing. |
| 9 (RLIN) | 12029 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | R (Computer program language) |
| 9 (RLIN) | 3130 |
| 901 ## - LOCAL DATA ELEMENT A, LDA (RLIN) | |
| a | 16718 |
| b | 31-10-2017 |
| 902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) | |
| a | 1387 |
| b | 14-11-2017 |
| c | F |
| d | SATYAM |
| e | STAT |
| 903 ## - LOCAL DATA ELEMENT C, LDC (RLIN) | |
| a | Discount-20 |
| b | Reqst by : Prabhat Kumar Sangal |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| No | Dewey Decimal Classification | Library and Documentation Division | Library and Documentation Division | 519.5028553 F461B | 108189 | 11/01/2018 | 3865.99 | 11/01/2018 | Books |