000			03242pam a22004811i 4500
001			0074277
003			BD-SySUS
005			20200913101619.0
006			m || d |
007			cr |||||||||||
008			140714s2014 flua o| 001 0 eng|d
015			_aGBB479109 _2bnb
020			_a9781482256222 (ePub ebook) : _c£57.99
020			_z9781466567283 (hbk.) : _c£57.99
020			_a9781466567290 (PDF ebook) : _c£57.99
020			_a9781482256215 (VitalBook ebook) : _c£57.99
035			_a(Uk)016803065
037			_aTANDF_282123 _bIngram Content Group
040			_aStDuBDS _beng _erda _epn _cStDuBDS _dUk
042			_aukblsr
082	0	4	_a519.535 _223 _bKOI
100	1		_aKonishi, Sadanori, _eauthor. _936523
245	1	0	_aIntroduction to multivariate analysis : _blinear and nonlinear modeling / _cSadanori Konishi.
250			_a1st
264		1	_aBoca Raton : _bChapman & Hall/CRC, _c2014.
300			_axxv, 312 p. : _bill. ; _c22 cm.
336			_atext _2rdacontent
336			_astill image _2rdacontent
337			_acomputer _2rdamedia
338			_aonline resource _2rdacarrier
490	0		_aChapman & Hall/CRC texts in statistical science series
500			_aAcademic
504			_aIncludes bibliographical references and index.
505	0		_aIntroduction; Regression Modeling; Classification and Discrimination; Dimension Reduction; Clustering Linear Regression Models; Relationship between Two Variables; Relationships Involving Multiple Variables; Regularization Nonlinear Regression Models; Modeling Phenomena; Modeling by Basis Functions; Basis Expansions; Regularization Logistic Regression Models; Risk Prediction Models; Multiple Risk Factor Models; Nonlinear Logistic Regression Models Model Evaluation and Selection; Criteria Based on Prediction Errors; Information Criteria; Bayesian Model Evaluation Criterion Discriminant Analysis; Fisher’s Linear Discriminant Analysis; Classification Based on Mahalanobis Distance; Variable Selection; Canonical Discriminant Analysis Bayesian Classification; Bayes’ Theorem; Classification with Gaussian Distributions; Logistic Regression for Classification Support Vector Machines; Separating Hyperplane; Linearly Nonseparable Case; From Linear to Nonlinear Principal Component Analysis; Principal Components; Image Compression and Decompression; Singular Value Decomposition; Kernel Principal Component Analysis Clustering; Hierarchical Clustering; Nonhierarchical Clustering; Mixture Models for Clustering Appendix A: Bootstrap Methods ; Appendix B: Lagrange Multipliers ; Appendix C: EM Algorithm Bibliography Index
506	1		_aLegal Deposit; _cOnly available on premises controlled by the deposit library and to one user at any one time; _eThe Legal Deposit Libraries (Non-Print Works) Regulations (UK). _5UkOxU
540			_aRestricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force. _5UkOxU
588			_aDescription based on CIP data; item not viewed.
650		0	_aMultivariate analysis. _936524
776	0	8	_iPrint version: _z9781466567283
942			_2ddc _cBK
999			_c75475 _d75475