Statistical Modeling, Linear Regression and ANOVA, A Practical Computational Perspective - Softcover

Ismail, Hamid

Softcover

ISBN 10: 138720551X ISBN 13: 9781387205516

Publisher: Lulu.com, 2018

Synopsis

Statistical modeling is a branch of advanced statistics and a critical component of many applications in science and business. This book is an attempt to satisfy the need of mathematical statisticians and computational students in linear modeling and ANOVA. This book addresses linear modeling from a computational perspective with an emphasis on the mathematical details and step-by-step calculations using SAS® PROC IML. This book covers correlation analysis, simple and multiple linear regression, polynomial regression, regression with correlated data, model selection, analysis of covariance (ANCOVA), and analysis of variance (ANOVA). The level is suitable for upper level undergraduate and graduate students with knowledge of linear algebra and some programming skills.

Edition details

• Publisher: Lulu.com
• Publication date: 2018
• Language: English
• ISBN 10: 138720551X
• ISBN 13: 9781387205516
• Binding: Paperback
• Number of pages: 466