Books  Data Analysis & Modelling  Data Analysis & Statistics 

Statistical Methods for Spatio-Temporal Systems

Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability Volume: 107

Edited By: Barbel Finkenstadt, Leonhard Held and Valerie Isham

Chapman & Hall (CRC Press)

Hardback | Oct 2006 | #162401 | ISBN: 1584885939
Availability: Usually dispatched within 6 days Details
NHBS Price: £61.99 $78/€74 approx

About this book

The first statistics book devoted to spatio-temporal models, Statistical Methods for Spatio-Temporal Systems presents current statistical research issues on spatio-temporal data modeling that will promote advances in research and a greater understanding between the mechanistic and the statistical modeling communities. The book describes recent advances and presents a variety of statistical methods, including likelihood-based, nonparametric smoothing, spectral, Fourier, wavelet, and Markov chain Monte Carlo. The methods are illustrated with color images as well as real-world examples, case studies, and applications from epidemiology, geology, and climatology. Key topics include point processes, dynamics, modeling, data analysis, Bayesian methods, and geostatistics.


Contents

PrefaceSpatio-Temporal Point Processes: Methods and ApplicationsPeter J. DiggleSpatio-Temporal Modeling-With a View to Biological GrowthEva B. Vedel Jensen, Kristjana r J nsd ttir, Jnrgen Schmiegel, and Ole E. Barndorff-NielsenUsing Transforms to Analyze Space-Time ProcessesMontserrat Fuentes, Peter Guttorp, and Paul D. SampsonGeostatistical Space-Time Models, Stationarity, Separability, and Full SymmetryTilmann Gneiting, Marc G. Genton, and Peter GuttorpSpace-Time Modeling of Rainfall for Continuous SimulationRichard E. Chandler, Valerie Isham, Enrica Bellone, Chi Yang, and Paul NorthropA Primer on Space-Time Modeling from a Bayesian PerspectiveDave HigdonIndex


Write a review

There are currently no reviews for this product. Be the first to review this product!

Bestsellers in this subject

Camera Trapping for Wildlife Research

NHBS Price: £34.99 $44/€42 approx

Choosing and Using Statistics

NHBS Price: £28.50 $36/€34 approx

Statistics for Ornithologists

NHBS Price: £11.90 $15/€14 approx

The R Book

NHBS Price: £65.50 $82/€78 approx

The New Statistics with R

NHBS Price: £29.99 $38/€36 approx