Model Discrimination for Nonlinear Regression Models

1. Auflage 1989
ISBN: 978-0-8247-8053-1
Verlag: CRC Press

Buch, Englisch, 200 Seiten, Format (B × H): 157 mm x 235 mm, Gewicht: 448 g

Reihe: Statistics: A Series of Textbooks and Monographs

Borowiak (math, U. of Akron) discusses model discrimination based upon incorrect selection probability, presents diagnostic statistics and formal hypothesis test procedures to assess a model's fit and stability, explains the use of computer computations such as the jackknife and bootstrap, and demon

Autoren/Hrsg.

Borowiak, Dale S.

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung

Inhaltsverzeichnis

Preface, 1. Introduction, 2. Completely Determined Models, 3. Data-Fitted Models, 4. Computer Evaluations, References, Index

Über Autor(innen)

Dale S. Borowiak is Associate Professor in the Department of Mathematical Sciences at the University of Akron, Ohio. He has published numerous articles and book reviews in leading statistics journals, and presented professional papers to conferences throughout the U.S. on model development and model discrimination procedures. Dr. Borowiak is a member of the American Statistical Association, Institute of Mathematical Statistics, and Pi Mu Epsilon. He received the B.S. degree (1974) in mathematics and M.S. degree (1976) in statistics from the University of Akron, and Ph.D. degree (1980) in statistics from Bowling Green State University, Bowling Green, Ohio.