Computer Intensive Statistical Methods - Validation, Model Selection, and Bootstrap

This book focuses on computer intensive statistical methods, such as validation, model selection, and bootstrap, that help overcome obstacles that could not be previously solved by methods such as regression and time series modelling in the areas of economics, meteorology, and transportation.

List of contents

1. Prelude 2. Computer intensive philosophy 3. Cross validation 4. Validation o f time series problems 5. Statistical bootstrap 6. Further bootstrap results 7. Computer intensive applications

About the author

Hjorth\, J. S. Urban.

Summary

Applies new computer methods in statistical analysis of data to science, economics, reliability, meteorology, medicine and transportation. The book introduces the "bootstrap" method at elementary and advanced levels, gives examples of computer programmes and shows the theory of the new methodology.

Product details

• Authors: J. S. Urban. Hjorth, J.S. Urban Hjorth
• Publisher: Taylor and Francis
• Languages: English
• Product format: Hardback
• Released: 01.11.1993
• EAN: 9780412491603
• ISBN: 978-0-412-49160-3
• No. of pages: 272
• Weight: 660 g
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; MATHEMATICS / Probability & Statistics / General, COMPUTERS / Mathematical & Statistical Software, Probability & statistics, Mathematical & statistical software, Probability and statistics, COMPUTERS / Data Science / Data Visualization, Mathematical and statistical software, COMPUTERS / Database Administration & Management, Data capture and analysis, Data Capture & Analysis