000			04055cam a2200757 i 4500
001			ocn835118592
003			OCoLC
005			20220701010916.0
006			m o d
007			cr |||||||||||
008			130401s2013 nju ob 001 0 eng
010			_a 2013013415
040			_aDLC _beng _erda _epn _cDLC _dN$T _dEBLCP _dE7B _dUPM _dDG1 _dOCLCF _dCUS _dCDX _dYDXCP _dAU@ _dDEBSZ _dCOO _dOCLCQ _dLOA _dDG1
019			_a880871175 _a960200951 _a966356263 _a966371037 _a966371096
020			_a9781118592991 _q(epub)
020			_a1118592999 _q(epub)
020			_a9781118593066 _q(pdf)
020			_a1118593065 _q(pdf)
020			_a9781118593011 _q(mobi)
020			_a1118593014 _q(mobi)
020			_a9781118651537
020			_a1118651537
020			_a1118091574 _q(hardback)
020			_a9781118091579 _q(hardback)
020			_z9781118091579 _q(hardback)
029	1		_aAU@ _b000052905930
029	1		_aCHBIS _b010131805
029	1		_aCHNEW _b000720298
029	1		_aCHVBK _b314708774
029	1		_aDEBSZ _b431490937
029	1		_aDKDLA _b820120-katalog:000696872
029	1		_aDEBSZ _b428124941
035			_a(OCoLC)835118592 _z(OCoLC)880871175 _z(OCoLC)960200951 _z(OCoLC)966356263 _z(OCoLC)966371037 _z(OCoLC)966371096
042			_apcc
050	0	0	_aQA279
072		7	_aMAT _x003000 _2bisacsh
072		7	_aMAT _x029000 _2bisacsh
082	0	0	_a519.5/38 _223
084			_aMAT029000 _2bisacsh
049			_aMAIN
100	1		_aDemidenko, Eugene, _d1948-
245	1	0	_aMixed models : _btheory and applications with R / _cEugene Demidenko.
250			_aSecond [edition].
264		1	_aHoboken : _bWiley, _c2013.
300			_a1 online resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
490	1		_aWiley series in probability and statistics ; _v893
520			_a"Mixed modeling is one of the most promising and exciting areas of statistical analysis, enabling the analysis of nontraditional, clustered data that may come in the form of shapes or images. This book provides in-depth mathematical coverage of mixed models' statistical properties and numerical algorithms, as well as applications such as the analysis of tumor regrowth, shape, and image. The new edition includes significant updating, over 300 exercises, stimulating chapter projects and model simulations, inclusion of R subroutines, and a revised text format. The target audience continues to be graduate students and researchers. An author-maintained web site is available with solutions to exercises and a compendium of relevant data sets"-- _cProvided by publisher.
504			_aIncludes bibliographical references and index.
588	0		_aPrint version record and CIP data provided by publisher.
505	0		_aPreface -- Preface to the Second Edition -- R software and functions -- Data Sets -- Open Problems in Mixed Models -- 1. Introduction: Why Mixed Models? -- 2. MLE for the LME Model -- 3. Statistical Properties of the LME Model -- 4. Growth Curve Model and Generalizations -- 5. Meta-analysis Model -- 6. Nonlinear Marginal Model -- 7. Generalized Linear Mixed Models -- 8. Nonlinear Mixed Effects Model -- 9. Diagnostics and Influence Analysis -- 10. Tumor Regrowth Curves -- 11. Statistical Analysis of Shape -- 12. Statistical Image Analysis -- 13. Appendix: Useful Facts and Formulas.
650		0	_aAnalysis of variance.
650		4	_aAnalysis of variance.
650		4	_aMathematics.
650		4	_aStatistical analysis.
650		7	_aMATHEMATICS _xProbability & Statistics _xGeneral. _2bisacsh
650		7	_aAnalysis of variance. _2fast _0(OCoLC)fst00808330
655		4	_aElectronic books.
655		7	_aElectronic books. _2local
776	0	8	_iPrint version: _aDemidenko, Eugene, 1948- _tMixed models. _bSecond [edition]. _dHoboken : Wiley, 2013 _z9781118091579 _w(DLC) 2013001306
830		0	_aWiley series in probability and statistics ; _v893.
856	4	0	_uhttp://dx.doi.org/10.1002/9781118651537 _zWiley Online Library
994			_a92 _bDG1
999			_c20377 _d20336