MARC details
| 000 -LEADER |
| fixed length control field |
01575cam a22003014a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
| fixed length control field |
040929t2005 mauadloerb 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
| International Standard Book Number |
0124859674 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
| International Standard Book Number |
9780124859678 |
| 040 ## - CATALOGING SOURCE |
| Original cataloging agency |
DLC |
| Transcribing agency |
DLC |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
| Classification number |
HG4012.5 |
| Item number |
.M38 2005 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
| Classification number |
332.0285'632 |
| Item number |
MCN |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
| Personal name |
McNelis, Paul D. |
| 245 10 - TITLE STATEMENT |
| Title |
Neural networks in finance : |
| Remainder of title |
gaining predictive edge in the market / |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
| Place of publication, distribution, etc |
Burlington, MA : |
| Name of publisher, distributor, etc |
Elsevier Academic Press, |
| Date of publication, distribution, etc |
c2005. |
| 300 ## - PHYSICAL DESCRIPTION |
| Extent |
xv, 243 p. : |
| 440 #0 - SERIES STATEMENT/ADDED ENTRY--TITLE |
| Title |
Academic Press advanced finance series |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
| Bibliography, etc |
Includes bibliographical references p. ( [221]-231). |
| 520 ## - SUMMARY, ETC. |
| Summary, etc. |
This book explores the intuitive appeal of neural networks and the genetic algorithm in finance. It demonstrates how neural networks used in combination with evolutionary computation outperform classical econometric methods for accuracy in forecasting, classification and dimensionality reduction. McNelis utilizes a variety of examples, from forecasting automobile production and corporate bond spread, to inflation and deflation processes in Hong Kong and Japan, to credit card default in Germany to bank failures in Texas, to cap-floor volatilities in New York and Hong Kong. |
| 590 ## - Local Notes: Cataloguer & Date |
| Local note |
rpm 09/05/13 |
| 591 ## - Local Note: Item Class (Ref/Loans/Arch): Loans |
| Local Note: Item Class |
Loans |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
| Topical term or geographic name as entry element |
Finance |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
| Topical term or geographic name as entry element |
Neural networks (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
| Topical term or geographic name as entry element |
Decision making - data processing |
| 856 41 - ELECTRONIC LOCATION AND ACCESS |
| Uniform Resource Identifier |
http://www.loc.gov/catdir/toc/ecip051/2004022859.html |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
| Uniform Resource Identifier |
http://www.loc.gov/catdir/enhancements/fy0617/2004022859-d.html |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Monograph & others |
| 949 ## - LOCAL PROCESSING INFORMATION (Call No. /Shelf Ref) |
| Call No. /Shelf Ref |
332.0285'632 MCN |