Linear models and regression with R (Record no. 72819)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02725nam a2200409Ia 4500 |
| 001 - CONTROL NUMBER | |
| control field | 000011282 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220711214224.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 191029t20192020si a ob 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789811200410 |
| -- | (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | (hbk.) |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 519.5/360285513 |
| 100 1# - AUTHOR NAME | |
| Author | Sengupta, Debasis, |
| 245 10 - TITLE STATEMENT | |
| Title | Linear models and regression with R |
| Sub Title | an integrated approach / |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Singapore : |
| Publisher | World Scientific Publishing Co. Pte Ltd., |
| Year of publication | [2019], ©2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource (772 p.) : |
| 490 0# - SERIES STATEMENT | |
| Series statement | Series on multivariate analysis, |
| 500 ## - GENERAL NOTE | |
| Remark 1 | "This book is an expanded, updated, and reorganized version of 'Linear Models: An Integrated Approach', published sixteen years ago."--Preface. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Starting with the basic linear model where the design and covariance matrices are of full rank, this book demonstrates how the same statistical ideas can be used to explore the more general linear model with rank-deficient design and/or covariance matrices. The unified treatment presented here provides a clearer understanding of the general linear model from a statistical perspective, thus avoiding the complex matrix-algebraic arguments that are often used in the rank-deficient case. Elegant geometric arguments are used as needed. The book has a very broad coverage, from illustrative practical examples in Regression and Analysis of Variance alongside their implementation using R, to providing comprehensive theory of the general linear model with 181 worked-out examples, 227 exercises with solutions, 152 exercises without solutions (so that they may be used as assignments in a course), and 320 up-to-date references."-- |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Data processing. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Jammalamadaka, S. Rao. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Sengupta, Debasis, |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://www.worldscientific.com/worldscibooks/10.1142/11282#t=toc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 588 ## - | |
| -- | Title from title screen (World Scientific, viewed October 29, 2019). |
| 520 ## - SUMMARY, ETC. | |
| -- | Publisher's website. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Linear models (Statistics) |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Regression analysis. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Linear models (Statistics) |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | R (Computer program language) |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Electronic books. |
No items available.