Predictive Data Mining Models / by David L. Olson, Desheng Wu.
Olson, David L., author.; Wu, Desheng, author.
2017
HF5548.125-HF5548.6
Available Online

Linked e-resources

Linked Resource Online Access
Concurrent users Unlimited
Authorized users Authorized users
Document Delivery Supplied Can lend chapters, not whole ebooks

Details

Title Predictive Data Mining Models / by David L. Olson, Desheng Wu.
Author Olson, David L., author.
ISBN 9789811025433
9811025436
9811025428
9789811025426
DOI https://doi.org/10.1007/978-981-10-2543-3
Published Singapore : Springer Singapore : Imprint : Springer, 2017.
Language English
Description 1 online resource (XI, 102 pages 54 illustrations, 48 illustrations in color.) : online resource
Other Standard Identifiers 10.1007/978-981-10-2543-3 doi
Call Number HF5548.125-HF5548.6
Dewey Decimal Classification 658.4038
Summary This book reviews forecasting data mining models, from basic tools for stable data through causal models, to more advanced models using trends and cycles. These models are demonstrated on the basis of business-related data, including stock indices, crude oil prices, and the price of gold. The book's main approach is above all descriptive, seeking to explain how the methods concretely work; as such, it includes selected citations, but does not go into deep scholarly reference. The data sets and software reviewed were selected for their widespread availability to all readers with internet access.
Access Note Access limited to authorized users.
Digital File Characteristics text file PDF
Added Author Wu, Desheng, author.
Series Computational risk management, 2191-1436
Available in Other Form Print version: 9789811025426
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Chapter 1 Knowledge Management
Chapter 2 Data Sets
Chapter 3 Basic Forecasting ToolsChapter 3 Basic Forecasting Tools
Chapter 4 Multiple Regression
Chapter 5 Regression Tree Models
Chapter 6 Autoregressive Models
Chapter 7 GARCH Models
Chapter 8 Comparison of Models.

Browse Subjects

Show more subjects...

Statistics

from
to
Export