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Statistical Modeling, Linear Regression and ANOVA, A Practical Computational Perspective by Hamid Ismail

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

by Hamid Ismail
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Book cover type: Paperback
  • ISBN13: 9781387205516
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Lulu.com
  • Publisher Imprint: Lulu.com
  • Publication Date:
  • Pages: 468
  • Original Price: GBP 41.73
  • Language: English
  • Edition: N/A
  • Item Weight: 1075 grams
  • BISAC Subject(s): General

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(R) 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.

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