000			02725nam a2200409Ia 4500
001			000011282
003			WSP
005			20220711214224.0
007			cr |nu|||uu|||
008			191029t20192020si a ob 001 0 eng
010			_z 2019024346
040			_aWSPC _beng _cWSPC
020			_a9789811200410 _q(ebook)
020			_z9789811200403 _q(hbk.)
050	0	4	_aQA279 _b.S462 2020
082	0	4	_a519.5/360285513 _223
100	1		_aSengupta, Debasis, _d1949- _921303
245	1	0	_aLinear models and regression with R _h[electronic resource] : _ban integrated approach / _cDebasis Sengupta, Sreenivasa Rao Jammalamadaka.
260			_aSingapore : _bWorld Scientific Publishing Co. Pte Ltd., _c[2019], ©2020.
300			_a1 online resource (772 p.) : _bill.
490	0		_aSeries on multivariate analysis, _x1793-1169 ; _vv. 11
538			_aMode of access: World Wide Web.
538			_aSystem requirements: Adobe Acrobat Reader.
588			_aTitle from title screen (World Scientific, viewed October 29, 2019).
500			_a"This book is an expanded, updated, and reorganized version of 'Linear Models: An Integrated Approach', published sixteen years ago."--Preface.
504			_aIncludes bibliographical references and indexes.
520			_a"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."-- _cPublisher's website.
650		0	_aLinear models (Statistics) _911855
650		0	_aRegression analysis. _92504
650		0	_aLinear models (Statistics) _xData processing. _921304
650		0	_aR (Computer program language) _94991
650		0	_aElectronic books. _921305
700	1		_aJammalamadaka, S. Rao. _921306
700	1		_aSengupta, Debasis, _d1949- _tLinear models. _921307
856	4	0	_uhttps://www.worldscientific.com/worldscibooks/10.1142/11282#t=toc _zAccess to full text is restricted to subscribers.
942			_cEBK
999			_c72819 _d72819