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Springer Proceedings in Mathematics & Statistics

Statistics and Simulation

IWS 8, Vienna, Austria, September 2015

Editors: Pilz, J., Rasch, D., Melas, V.B., Moder, K. (Eds.)

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  • Presents contributions on simulation for mathematical modeling and analysis
  • Discusses simulation for stochastic processes
  • Includes studies on testing and classification problems in statistics
  • Covers simulation for reliability and queueing models
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About this book

This volume features original contributions and invited review articles on mathematical statistics, statistical simulation and experimental design. The selected peer-reviewed contributions originate from the 8th International Workshop on Simulation held in Vienna in 2015. The book is intended for mathematical statisticians, Ph.D. students and statisticians working in medicine, engineering, pharmacy, psychology, agriculture and other related fields.

The International Workshops on Simulation are devoted to statistical techniques in stochastic simulation, data collection, design of scientific experiments and studies representing broad areas of interest. The first 6 workshops took place in St. Petersburg, Russia, in 1994 – 2009 and the 7th workshop was held in Rimini, Italy, in 2013.


About the authors

Viatcheslav Melas is a professor at the Department of Stochastic Simulation at the St. Petersburg State University, Russia. His research areas include experimental design, stochastic simulation and regression analysis, with a focus on functional approaches to optimal experimental design. He was one of the main organizers of the eight International Workshops on Simulation (1994 - 2015).

Karl Moder is head of the Center of Experimental Design at the University of Natural Resources and Life Sciences in Vienna, Austria, where he is also a professor at the Institute of Applied Statistics and Computing. His research areas include experimental design, multivariate statistics, and random number generation.

Jürgen Pilz is a professor and head of the Department of Statistics at the Alpen-Adria University Klagenfurt in Austria. He is the author of seven books and has published more than 150 scientific papers in the areas of Bayesian statistics, spatial statistics, environmental and industrial statistics, statistical quality control and design of experiments. He is an editorial board member of several international statistics journals.

Dieter Rasch works at the Center of Experimental Design at the University of Natural Resources and Life Sciences in Vienna, Austria. His research areas include size of experiments, constructing experimental designs and nonlinear regression. He was head of the Biometric Unit at the Research Centre of Animal Production in Rostock, Germany and a Professor of Mathematical Statistics at the Department of Mathematics at the University Wageningen in the Netherlands. He has published 275 scientific papers and 59 authored and edited books.


Table of contents (29 chapters)

Table of contents (29 chapters)
  • Design and Analysis of Simulation Experiments

    Pages 3-22

    Kleijnen, Jack P. C.

  • A Review of Simulation Usage in the New Zealand Electricity Market

    Pages 23-37

    Zakeri, Golbon (et al.)

  • Power and Sample Size Considerations in Psychometrics

    Pages 39-51

    Draxler, Clemens (et al.)

  • Bootstrap Change Point Testing for Dependent Data

    Pages 53-67

    Prášková, Zuzana

  • The Covariation Matrix of Solution of a Linear Algebraic System by the Monte Carlo Method

    Pages 71-84

    Tovstik, Tatiana M.

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-319-76035-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-3-319-76034-6
  • Free shipping for individuals worldwide
  • Immediate ebook access* with your print order
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA
  • ISBN 978-3-030-09386-0
  • Free shipping for individuals worldwide
  • Immediate ebook access* with your print order
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Statistics and Simulation
Book Subtitle
IWS 8, Vienna, Austria, September 2015
Editors
  • Jürgen Pilz
  • Dieter Rasch
  • Viatcheslav B. Melas
  • Karl Moder
Series Title
Springer Proceedings in Mathematics & Statistics
Series Volume
231
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-76035-3
DOI
10.1007/978-3-319-76035-3
Hardcover ISBN
978-3-319-76034-6
Softcover ISBN
978-3-030-09386-0
Series ISSN
2194-1009
Edition Number
1
Number of Pages
XVI, 417
Number of Illustrations
40 b/w illustrations, 33 illustrations in colour
Topics

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