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Academic & Professional Books  Environmental & Social Studies  Climate Change

Computational Statistics in Climatology

Textbook
By: Ilya Polyak
358 pages, Figs, tabs
Computational Statistics in Climatology
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  • Computational Statistics in Climatology ISBN: 9780195099997 Hardback Aug 1996 Not in stock: Usually dispatched within 2-3 weeks
    £252.50
    #53941
Price: £252.50
About this book Contents Customer reviews Related titles

About this book

Scientific descriptions of the climate have traditionally been based on the study of average meteorological values taken from different positions around the world. In recent years however it has become apparent that these averages should be considered with other statistics that ultimately characterize spatial and temporal variability. This book is designed to meet that need. It is based on a course in computational statistics taught by the author that arose from a variety of projects on the design and development of software for the study of climate change, using statistics and methods of random functions.

Contents

1. Digital Filters; 2. Averaging and Simple Models; 3. Random Processes and Fields; 4. ARMA Processes; 5. Multivariate AR Processes; 6. Historical Records; 7. The GCM Validation; 8. Second Moments of Rain

Customer Reviews

Textbook
By: Ilya Polyak
358 pages, Figs, tabs
Media reviews
Presents two major areas of application: multidimensional spectral and correlation analysis; and multivariate autoregressive modelling --Geo Abstracts
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