Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables
by Roger A. Wojtkiewicz
Title:
Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables
Author:
Roger A. Wojtkiewicz
Series (if any):
Quantitative Applications in the Social Sciences
Format:
Paperback
Number of pages:
192 pages
Publisher:
Sage Publications Inc Ebooks
ISBN-13:
9781071950340
EAN:
9781071950340
Publication Date:
26/08/2025
Classifications:
Research and information: general
Weight (g):
394
Dimensions (mm):
215 x 140 x 12
Publication Country:
United Kingdom
Language:
English
Condition:
New
Price:£48.57
3 copies in stock
Qty
Description
This volume addresses the issue of linear constraints in regression modeling. Author Roger A. Wojtkiewicz uses the method of knotted spline variables (also known as piecewise linear regression) and a new method involving group spline variables to model nonlinearity in a variety of situations. Using spline variables to model nonlinearity allows researchers to specify unrestricted models for models that involve interval variables, allowing for greater flexibility in modeling any possible interaction.
Books in the same Series
Quantile Regression
Daniel Q. Naiman
£49.19
Understanding Regression Analysis
Paula E. Stephan
£46.11
Generalized Linear Models for Bounded and Limited Quantitative Variables
Yiyun Shou
£38.84
Multilevel Modeling
Douglas A. (Washington University in St. Louis Luke
£46.11
Confirmatory Factor Analysis
Shawn (Purdue University Bauldry
£46.11
Multidimensional Item Response Theory
Wes Bonifay
£46.11
Exploring Rating Scale Functioning for Survey Research
Stefanie A. Wind
£49.19
Ethnographic Free-List Data
Benjamin Grant Purzycki
£48.57
Approaches to Mixed Methods Research
Jessica Halliday Hardie
£48.57
Books under Research and information: general
Design Structure Matrix Methods and Applications
Tyson R. (Associate Professor of Operations Management Browning
£53.04
Decision-Making Under Stress
Lynne Martin
£204.00
Introduction to Research Methods and Data Analysis in Psychology
Gareth Hagger-Johnson
£80.90
Social Work Dissertation: Using Small-Scale Qualitative Methodology
Malcolm Carey
£34.79
Reengineering the Survey of Income and Program Participation
£61.43
Elements of Information Theory
Joy A. (IBM T. J. Watson Research Center Thomas
£115.82
Introduction to Qualitative Research Synthesis
Maggi (University of Coventry Savin-Baden
£41.99
Qualitative Research in the Health Sciences : Methodologies, Methods and Processes
Bev Taylor
£62.39
Wiley Encyclopedia of Operations Research and Management Science, 8 Volume Set
£3,308.34
Research and Fieldwork in Development
Mark Graham
£91.19