Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Adaptive Regression for Modeling Nonlinear Relationships

Adaptive Regression for Modeling Nonlinear Relationships

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783319339443
Condition
New
Product Description

This book presents methods for investigating whether relationships are linear or nonlinear and for adaptively fitting appropriate models when they are nonlinear. Data analysts will learn how to incorporate nonlinearity in one or more predictor variables into regression models for different types of outcome variables. Such nonlinear dependence is often not considered in applied research, yet nonlinear relationships are common and so need to be addressed. A standard linear analysis can produce misleading conclusions, while a nonlinear analysis can provide novel insights into data, not otherwise possible. A variety of examples of the benefits of modeling nonlinear relationships are presented throughout the book. Methods are covered using what are called fractional polynomials based on real-valued power transformations of primary predictor variables combined with model selection based on likelihood cross-validation. The book covers how to formulate and conduct such adaptive fractional polynomial modeling in the standard, logistic, and Poisson regression contexts with continuous, discrete, and counts outcomes, respectively, either univariate or multivariate. The book also provides a comparison of adaptive modeling to generalized additive modeling (GAM) and multiple adaptive regression splines (MARS) for univariate outcomes. The authors have created customized SAS macros for use in conducting adaptive regression modeling. These macros and code for conducting the analyses discussed in the book are available through the first author's website and online via the books Springer website. Detailed descriptions of how to use these macros and interpret their output appear throughout the book. These methods can be implemented using other programs.

Available Colors
Available Sizes
1 Offer Price Range: $59.99 - $59.99
BEST PRICE

Single Product Purchase

$54.00
@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$59.99 $59.99

10% OFF
This deals requires coupon Get Code Here
$54.00
See Site In stock Visit Store

Similar Products

Homer in der deutschen Literatur

$59.99

Pflegeinformatik

$79.99

Sociology Faces Pessimism

$54.99

Sowing Seeds in the City

$169.99

Differenzierte Schdigungs- und Alterungsdiagnose als Grundlage fr ein zielgerichtetes Asset-Manage

$49.99

Mapping the Dynamics of Science and Technology

$199.99

Modes of Irrationality

$109.99

Computer Algebra Recipes

$39.99

Natural and Artificial Computation for Biomedicine and Neuroscience

$54.99

The Science of Astrobiology

$219.99

Mr. Wolf's Class #2: Mystery Club

$7.49

Social Action

$169.99

Coaching und Co

$17.99

Basic Numerical Mathematics

$39.99

HCI International 2023 Posters

$169.99

Basic Training in Mathematics

$69.99

Advanced Information Systems Engineering Workshops

$54.99

Pathology of the Ovary, Fallopian Tube and Peritoneum

$219.99

Artificial Neural Networks

$39.99

Investigation of Anorectal Functional Disorders

$84.99

Security and Privacy in Ad-hoc and Sensor Networks

$54.99

Selbststndigkeit im konservativen Wohlfahrtssystem

$69.99

Globalizing the Community College

$54.99

Tides of Honour by Genevieve Graham

$16.99

International Technology Transfer by and Medium-Sized Enterprises

$169.99

Multibeam Phased Array Antennas as Satellite Constellation Ground Station

$119.99

Sequents and Trees

$54.99

Collaborative Active Learning

$169.99

Mathematical Models of Non-Linear Excitations, Transfer, Dynamics, and Control in Condensed Systems

$84.99

Current Technology Developments of WiMax Systems

$169.99

Differenzialrechnung leicht gemacht!

$34.99

Innovations for Community Services

$54.99

Antibiotic Discovery and Development

$329.99

My Books Summer & Summer Express Workbook Grade 1 Nonfiction 5-Book Pack

$35.95

Formal Methods for Industrial Critical Systems

$49.99

Ritual and the Moral Life

$84.99

The Death and Life of the American Middle Class

$59.99

Machine Learning and Intelligent Communications

$89.99

Electronic Business

$119.99

Public Opinion on Economic Globalization

$129.99