Generalized Linear Models for Bounded and Limited Quantitative Variables
by Yiyun Shou
Title:
Generalized Linear Models for Bounded and Limited Quantitative Variables
Author:
Yiyun Shou
Series (if any):
Quantitative Applications in the Social Sciences
Format:
Paperback
Number of pages:
136 pages
Publisher:
SAGE Publications Inc
ISBN-13:
9781544334530
EAN:
9781544334530
Publication Date:
04/12/2019
Classifications:
Research and information: general
Weight (g):
290
Dimensions (mm):
142 x 217 x 12
Publication Country:
United Kingdom
Language:
English
Condition:
New
Price:£38.84
1 copies in stock
Qty
Description
This book introduces researchers and students to the concepts and generalized linear models for analyzing quantitative random variables that have one or more bounds. Examples of bounded variables include the percentage of a population eligible to vote (bounded from 0 to 100), or reaction time in milliseconds (bounded below by 0). The human sciences deal in many variables that are bounded. Ignoring bounds can result in misestimation and improper statistical inference. Michael Smithson and Yiyun Shou′s book brings together material on the analysis of limited and bounded variables that is scattered across the literature in several disciplines, and presents it in a style that is both more accessible and up-to-date. The authors provide worked examples in each chapter using real datasets from a variety of disciplines. The software used for the examples include R, SAS, and Stata. The data, software code, and detailed explanations of the example models are available on an accompanying website.
Books in the same Series
Quantile Regression
Daniel Q. Naiman
£49.19
Understanding Regression Analysis
Paula E. Stephan
£46.11
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
Modeling Nonlinearity and Interaction in Regression Analysis Using Spline Variables
Roger A. Wojtkiewicz
£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