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Bayesian nonparametrics via neural networks

Bayesian nonparametrics via neural networks (5회 대출)

자료유형
단행본
개인저자
Lee, Herbert K. H.
서명 / 저자사항
Bayesian nonparametrics via neural networks / Herbert K.H. Lee.
발행사항
Philadelphia, Pa. :   SIAM, Society for Industrial and Applied Mathematics ;   Alexandria, Va. :   ASA, American Statistical Association ,   c2004.  
형태사항
x, 96 p. : ill. ; 26 cm.
총서사항
ASA-SIAM series on statistics and applied probability
ISBN
0898715636 (pbk.) 9780898715637
서지주기
Includes bibliographical references (p. 87-94) and index.
일반주제명
Bayesian statistical decision theory. Nonparametric statistics. Neural networks (Computer science)
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008 040419s2004 paua b 001 0 eng
010 ▼a 2004048151
020 ▼a 0898715636 (pbk.)
020 ▼a 9780898715637
035 ▼a (KERIS)REF000010180499
040 ▼a DLC ▼c DLC ▼d DLC ▼d 211009
042 ▼a pcc
050 0 0 ▼a QA279.5 ▼b .L43 2004
082 0 0 ▼a 519.5/42 ▼2 22
090 ▼a 519.542 ▼b L478b
100 1 ▼a Lee, Herbert K. H.
245 1 0 ▼a Bayesian nonparametrics via neural networks / ▼c Herbert K.H. Lee.
260 ▼a Philadelphia, Pa. : ▼b SIAM, Society for Industrial and Applied Mathematics ; ▼a Alexandria, Va. : ▼b ASA, American Statistical Association , ▼c c2004.
300 ▼a x, 96 p. : ▼b ill. ; ▼c 26 cm.
440 0 ▼a ASA-SIAM series on statistics and applied probability
504 ▼a Includes bibliographical references (p. 87-94) and index.
650 0 ▼a Bayesian statistical decision theory.
650 0 ▼a Nonparametric statistics.
650 0 ▼a Neural networks (Computer science)
945 ▼a KINS

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 519.542 L478b 등록번호 121144466 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

  • Preface
  • Chapter 1: Introduction
  • Chapter 2: Nonparametric Models
  • Chapter 3: Priors for Neural Networks
  • Chapter 4: Building A Model
  • Chapter 5: Conclusions
  • Appendix A: Reference Prior Derivation
  • Glossary
  • Bibliography
  • Index.

정보제공 : Aladin

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