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Probabilistic methods for financial and marketing informatics [electronic resource]

Probabilistic methods for financial and marketing informatics [electronic resource]

자료유형
E-Book(소장)
개인저자
Neapolitan, Richard E. Jiang, Xia.
서명 / 저자사항
Probabilistic methods for financial and marketing informatics [electronic resource] / Richard E. Neapolitan, Xia Jiang.
발행사항
San Fransisco, CA :   Morgan Kaufmann Publishers,   2007.  
형태사항
1 online resource (viii, 413 p.) : ill.
ISBN
9780080555676 (electronic bk.) 0080555675 (electronic bk.)
요약
Bayesian Networks are a form of probabilistic graphical models and they are used for modeling knowledge in many application areas, from medicine to image processing. They are particularly useful for business applications, ans * Unique coverage of probabilistic reasoning topics applied to business problems, including marketing, banking, operations management, and finance. * Shares insights about when and why probabilistic methods can and cannot be used effectively; * Complete review of Bayesian networks and probabilistic methods for those IT professionals new to informatics.
일반주기
Title from e-Book title page.  
내용주기
I: Informatics and Baysesian Networks; Introduction to Informatics; Basics of Probability and Statistics; Algorithms for Bayesian Networks; Decision Trees and Influence Diagrams. II: Business Informatics: Collaborative Filtering; Targeted Advertising; Market Basket Analysis; Venture Capital Decision Making; Measuring Operational Risk; Credit Scoring; Applications to Investment Science. Appendices.
서지주기
Includes bibliographical references (p. 397-408) and index.
이용가능한 다른형태자료
Issued also as a book.  
일반주제명
Finance --Statistical methods. Bayesian statistical decision theory --Data processing. Marketing --Statistical methods. Information technology.
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ScienceDirect   URL
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082 0 0 ▼a 332.01/519542 ▼2 23
084 ▼a 332.01519542 ▼2 DDCK
090 ▼a 332.01519542
100 1 ▼a Neapolitan, Richard E.
245 1 0 ▼a Probabilistic methods for financial and marketing informatics ▼h [electronic resource] / ▼c Richard E. Neapolitan, Xia Jiang.
260 ▼a San Fransisco, CA : ▼b Morgan Kaufmann Publishers, ▼c 2007.
300 ▼a 1 online resource (viii, 413 p.) : ▼b ill.
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references (p. 397-408) and index.
505 0 ▼a I: Informatics and Baysesian Networks; Introduction to Informatics; Basics of Probability and Statistics; Algorithms for Bayesian Networks; Decision Trees and Influence Diagrams. II: Business Informatics: Collaborative Filtering; Targeted Advertising; Market Basket Analysis; Venture Capital Decision Making; Measuring Operational Risk; Credit Scoring; Applications to Investment Science. Appendices.
520 ▼a Bayesian Networks are a form of probabilistic graphical models and they are used for modeling knowledge in many application areas, from medicine to image processing. They are particularly useful for business applications, ans * Unique coverage of probabilistic reasoning topics applied to business problems, including marketing, banking, operations management, and finance. * Shares insights about when and why probabilistic methods can and cannot be used effectively; * Complete review of Bayesian networks and probabilistic methods for those IT professionals new to informatics.
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Finance ▼x Statistical methods.
650 0 ▼a Bayesian statistical decision theory ▼x Data processing.
650 0 ▼a Marketing ▼x Statistical methods.
650 0 ▼a Information technology.
700 1 ▼a Jiang, Xia.
856 4 0 ▼3 ScienceDirect ▼u https://oca.korea.ac.kr/link.n2s?url=http://www.sciencedirect.com/science/book/9780123704771
945 ▼a KLPA
991 ▼a E-Book(소장)

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/e-Book 컬렉션/ 청구기호 CR 332.01519542 등록번호 E14003793 도서상태 대출불가(열람가능) 반납예정일 예약 서비스 M

컨텐츠정보

목차

Section	Section Description	Page Number
I	Informatics and Baysesian Networks	
    Introduction to Informatics	
    Basics of Probability and Statistics	
    Algorithms for Bayesian Networks	
    Decision Trees and Influence Diagrams	
II	Business Informatics: Collaborative Filtering	
    Targeted Advertising	
    Market Basket Analysis	
    Venture Capital Decision Making	
    Measuring Operational Risk	
    Credit Scoring	
    Applications to Investment Science	
Appendices

관련분야 신착자료

Kostolany, André (2023)
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