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010   $a9786610253012
010   $a0-471-72529-3
035   $a(CKB)1000000000019133
035   $a(EBL)226539
035   $a(OCoLC)475932723
035   $a(SSID)ssj0000294104
035   $a(PQKBManifestationID)12072378
035   $a(PQKBTitleCode)TC0000294104
035   $a(PQKBWorkID)10303361
035   $a(PQKB)10250102
035   $a(EXLCZ)991000000000019133
100   $a20100913d2005||||  u||            |
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 10$aDiscriminant Analysis and Statistical Pattern Recognition$b[electronic resource]
210   $aHoboken $cJohn Wiley & Sons, Inc.$d2005
215   $a1 online resource (552 p.)
225 0 $aWiley series in probability and mathematical statistics. Discriminant analysis and statistical pattern recognition 
300   $aDescription based upon print version of record.
311   $a0-471-61531-5 
327   $aDiscriminant Analysis and Statistical Pattern Recognition; Contents; Preface; 1. General Introduction; 2. Likelihood-Based Approaches to Discrimination; 3. Discrimination via Normal Models; 4. Distributional Results for Discrimination via Normal Models; 5. Some Practical Aspects and Variants of Normal Theory-Based Discriminant Rules; 6. Data Analytic Considerations with Normal Theory-Based Discriminant Analysis; 7. Parametric Discrimination via Nonnormal Models; 8. Logistic Discrimination; 9. Nonparametric Discrimination; 10. Estimation of Error Rates
327   $a11. Assessing the Reliability of the Estimated Posterior Probabilities of Group Membership12. Selection of Feature Variables in Discriminant Analysis; 13. Statistical Image Analysis; References; Author Index; Subject Index; 
330   $aProvides a systematic account of the subject area, concentrating on the most recent advances in the field. While the focus is on practical considerations, both theoretical and practical issues are explored. Among the advances covered are: regularized discriminant analysis and bootstrap-based assessment of the performance of a sample-based discriminant rule and extensions of discriminant analysis motivated by problems in statistical image analysis.
531   $aDISCRIMINANT ANALYSIS AND STATISTICAL PATTERN RECOGNITION 
531   $aDISCRIMINANT ANALYSIS & STATISTICAL PATTERN RECOGNITION
606   $aDiscriminant analysis
606   $aPattern perception
606   $aMathematics
606   $aDiscriminant analysis
606   $aPattern perception
606   $aMathematical Statistics$2HILCC
606   $aMathematics$2HILCC
606   $aPhysical Sciences & Mathematics$2HILCC
615  4$aDiscriminant analysis.
615  4$aPattern perception.
615  4$aMathematics.
615  0$aDiscriminant analysis
615  0$aPattern perception
615  7$aMathematical Statistics
615  7$aMathematics
615  7$aPhysical Sciences & Mathematics
676   $a519.5/35
700   $aMcLachlan$b Geoffrey J$027687
801  0$bAU-PeEL
801  1$bAU-PeEL
801  2$bAU-PeEL
906   $aBOOK
912   $a9910830238903321
996   $aDiscriminant analysis and statistical pattern recognition$9104290
997   $aUNINA