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Probabilistic methods for financial and marketing informatics [electronic resource]

Material type

E-Book(소장)

Personal Author

Neapolitan, Richard E. Jiang, Xia.

Title Statement

Probabilistic methods for financial and marketing informatics [electronic resource] / Richard E. Neapolitan, Xia Jiang.

Publication, Distribution, etc

San Fransisco, CA : Morgan Kaufmann Publishers, 2007.

Physical Medium

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.

General Note

Title from e-Book title page.

Content Notes

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.

Bibliography, Etc. Note

Includes bibliographical references (p. 397-408) and index.

이용가능한 다른형태자료

Issued also as a book.

Subject Added Entry-Topical Term

Finance --Statistical methods. Bayesian statistical decision theory --Data processing. Marketing --Statistical methods. Information technology.

Short cut

ScienceDirect URL

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001		000045946968
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006		m d
007		cr
008		070802s2007 caua ob 001 0 eng d
020		▼a 9780080555676 (electronic bk.)
020		▼a 0080555675 (electronic bk.)
035		▼a (OCoLC)162131326 ▼z (OCoLC)239561356 ▼z (OCoLC)474428610 ▼z (OCoLC)507458348 ▼z (OCoLC)646747388 ▼z (OCoLC)804815501 ▼z (OCoLC)961595442 ▼z (OCoLC)962700439 ▼z (OCoLC)965984113 ▼z (OCoLC)984823245 ▼z (OCoLC)988479162 ▼z (OCoLC)991975176
040		▼a OPELS ▼b eng ▼e pn ▼c OPELS ▼d OCLCQ ▼d N$T ▼d IDEBK ▼d ZCU ▼d E7B ▼d MERUC ▼d DKDLA ▼d UMI ▼d OCLCO ▼d OCLCQ ▼d DEBSZ ▼d OCLCO ▼d OCLCQ ▼d OCLCO ▼d YDXCP ▼d OCLCQ ▼d OCLCO ▼d OCLCF ▼d OCLCO ▼d OCLCQ ▼d OCLCO ▼d COO ▼d OCLCO ▼d OCLCQ ▼d OCLCO ▼d AZK ▼d OCLCO ▼d JBG ▼d LOA ▼d COCUF ▼d AGLDB ▼d STF ▼d MOR ▼d PIFAG ▼d OCLCQ ▼d U3W ▼d 211009
049		▼a TEFA
050	0 0	▼a HG176.5 ▼b .N46 2007
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)

Holdings Information

Main Library

No.	Location	Call Number	Accession No.	Availability	Due Date	Make a Reservation	Service
No. 1	Location Main Library/e-Book Collection/	Call Number CR 332.01519542	Accession No. E14003793	Availability Loan can not(reference room)	Due Date	Make a Reservation	Service M

Contents information

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

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Probabilistic methods for financial and marketing informatics [electronic resource]

Holdings Information

Contents information

Table of Contents

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