Neural Network Modeling using SAS Enterprise Miner

Anglický jazyk

Neural Network Modeling using SAS Enterprise Miner

Vydavateľstvo: AuthorHouse
Rok vydania: 2005
Formát: Paperback
Rozmer: 280 x 210 mm
Jazyk: Anglický jazyk
ISBN: 9781418423414

Na objednávku

38.34 €

bežná cena: 42.60 €

O knihe

This book is designed in making
statisticians, researchers, and programmers aware of the awesome new product
now available in SAS called Enterprise Miner. The book will also make readers
get familiar with the neural network forecasting methodology in statistics. One
of the goals to this book is making the powerful new SAS module called
Enterprise Miner easy for you to use with step-by-step instructions in creating
a Enterprise Miner process flow diagram in preparation
to data-mining analysis and neural network forecast modeling.

Topics discussed in this book

An overview
to traditional regression modeling.
An overview
to neural network modeling.
Numerical
examples of various neural network designs and optimization techniques.
An overview
to the powerful SAS product called Enterprise Miner.
An overview
to the SAS neural network modeling procedure called PROC NEURAL.
Designing a
SAS Enterprise Miner process flow diagram to perform neural network
forecast
modeling and traditional regression modeling with an explanation to the
various configuration settings to the Enterprise Miner nodes used in the
analysis.
Comparing
neural network forecast modeling estimates with traditional modeling
estimates based on various examples from SAS manuals and literature with
an added overview to the various modeling designs and a brief explanation
to the SAS modeling procedures, option statements, and corresponding SAS
output listings.