Thomopoulos Probability Distributions

With Truncated, Log and Bivariate Extensions
1. Auflage 2018
ISBN: 978-3-319-76042-1
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 163 Seiten

Reihe: Mathematics and Statistics

This volume presents a concise and practical overview of statistical methods and tables not readily available in other publications.  It begins with a review of the commonly used continuous and discrete probability distributions. Several useful distributions that are not so common and less understood are described with examples and applications in full detail: discrete normal, left-partial, right-partial, left-truncated normal, right-truncated normal, lognormal, bivariate normal, and bivariate lognormal. Table values are provided with examples that enable researchers to easily apply the distributions to real applications and sample data. The left- and right-truncated normal distributions offer a wide variety of shapes in contrast to the symmetrically shaped normal distribution, and a newly developed spread ratio enables analysts to determine which of the three distributions best fits a particular set of sample data. The book will be highly useful to anyone who does statistical andprobability analysis. This includes scientists, economists, management scientists, market researchers, engineers, mathematicians, and students in many disciplines.  

Zielgruppe

Research

Autoren/Hrsg.

Thomopoulos, Nick T.

Inhaltsverzeichnis

1. Continuous Distributions.- 2. Discrete Distributions.- 3. Standard Normal.- 4. Partial Expectation.- 5. Left Truncated Normal.- 6. Right Truncated Normal.- 7. Truncated Normal Spread Ratio.- 8. Bivariate Normal.- 9. Lognormal.- 10. Bivariate Normal.

Über Autor(innen)

Nick T. Thomopoulos, Ph.D.,  has degrees in business (B.S.) and in mathematics (M.A.) from the University of Illinois, and in industrial engineering (Ph.D.) from Illinois Institute of Technology (Illinois Tech). He was supervisor of operations research at International Harvester; senior scientist at the IIT Research Institute; and Professor in Industrial Engineering and in the Stuart School of Business at Illinois Tech. He is the author of eleven books including  Fundamentals of Queuing Systems  (Springer),  Essentials of Monte Carlo Simulation  (Springer),  Applied Forecasting Methods  (Prentice Hall), and  Fundamentals of Production, Inventory and the Supply Chain  (Atlantic). He has published many papers and has consulted in a wide variety of industries in the United States, Europe and Asia. Dr. Thomopoulos has received honors over the years, such as the Rist Prize from the Military Operations Research Society for new developments in queuing theory; the Distinguished Professor Award in Bangkok, Thailand from the Illinois Tech Asian Alumni Association; and the Professional Achievement Award from the Illinois Tech Alumni Association.