Statistical Analysis of Spatial and Spatio-Temporal Point Patterns, Diggle, Peter J.

Автор: Diggle, Peter J.
Название: Statistical Analysis of Spatial and Spatio-Temporal Point Patterns
ISBN: 1466560231 ISBN-13(EAN): 9781466560239
Издательство: Taylor&Francis
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Цена: 84710.00 T
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Название: Statistical methods for spatio-temporal systems
ISBN: 0367390116 ISBN-13(EAN): 9780367390112
Издательство: Taylor&Francis
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Цена: 65320.00 T
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Описание:

Statistical Methods for Spatio-Temporal Systems presents current statistical research issues on spatio-temporal data modeling and will promote advances in research and a greater understanding between the mechanistic and the statistical modeling communities.

Contributed by leading researchers in the field, each self-contained chapter starts with an introduction of the topic and progresses to recent research results. Presenting specific examples of epidemic data of bovine tuberculosis, gastroenteric disease, and the U.K. foot-and-mouth outbreak, the first chapter uses stochastic models, such as point process models, to provide the probabilistic backbone that facilitates statistical inference from data. The next chapter discusses the critical issue of modeling random growth objects in diverse biological systems, such as bacteria colonies, tumors, and plant populations. The subsequent chapter examines data transformation tools using examples from ecology and air quality data, followed by a chapter on space-time covariance functions. The contributors then describe stochastic and statistical models that are used to generate simulated rainfall sequences for hydrological use, such as flood risk assessment. The final chapter explores Gaussian Markov random field specifications and Bayesian computational inference via Gibbs sampling and Markov chain Monte Carlo, illustrating the methods with a variety of data examples, such as temperature surfaces, dioxin concentrations, ozone concentrations, and a well-established deterministic dynamical weather model.

Автор: Shaddick, Gavin
Название: Spatio-Temporal Methods in Environmental Epidemiology
ISBN: 0367783460 ISBN-13(EAN): 9780367783464
Издательство: Taylor&Francis
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Цена: 43890.00 T
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Автор: Finkenstadt, Barbel
Название: Statistical Methods for Spatio-Temporal Systems
ISBN: 1584885939 ISBN-13(EAN): 9781584885931
Издательство: Taylor&Francis
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Цена: 148010.00 T
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Автор: Biao Liu, Huang Bo
Название: Spatio-temporal Analysis and Optimization of Land Use/Cover Change: Shenzhen as a Case Study
ISBN: 1138748773 ISBN-13(EAN): 9781138748774
Издательство: Taylor&Francis
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Цена: 76560.00 T
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Описание: This book will firstly help readers establish the research parameters of land use change and then provide a set of statistical models to effectively process land use change data. Analysis of the results derived from this processing will aid urban planners and policy makers to effectively understand  land use change in a spatial and temporal framework, make more precise land use projections, and hence facilitate the generation of systematic plans.

Название: Advances in Spatio-Temporal Analysis
ISBN: 1138372528 ISBN-13(EAN): 9781138372528
Издательство: Taylor&Francis
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Цена: 64300.00 T
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Описание: A static map is no longer enough; there is now demand for a dynamic representation. Time is of great importance when operating on real-world geographical phenomena, especially when these are dynamic. Researchers in the field of temporal geographical information systems (TGIS) have been developing methods of incorporating time into geographical information systems. Spatio-temporal analysis embodies spatial modeling, spatio-temporal modeling, spatial reasoning, and data mining. Advances in Spatio-Temporal Analysis contributes to the field of spatio-temporal analysis, presenting innovative ideas and examples that reflect current progress and achievements.

Автор: Liu, Biao , Huang, Bo , Zhang, Wenting
Название: Spatio-temporal Analysis and Optimization of Land Use/Cover Change
ISBN: 0367885751 ISBN-13(EAN): 9780367885755
Издательство: Taylor&Francis
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Цена: 67360.00 T
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Описание: This book concentrates on developing a set of innovative models to address land use challenges. It subsequently applies them by analysing and optimizing the land use in SEZ, Shenzhen, China. Within the logistic regression framework, it firstly proposes three spatio-temporal logit models for land use change analysis, namely, GTWLM, ST-P

Автор: Fernandez-Avile G., Montero Jos? M., Fern?ndez-Avil? G.
Название: Spatial and Spatio-Temporal Geostatistical Modeling and Kriging
ISBN: 1118413180 ISBN-13(EAN): 9781118413180
Издательство: Wiley
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Цена: 74920.00 T
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Описание: Statistical Methods for Spatial and Spatio-Temporal Data Analysis provides a complete range of spatio-temporal covariance functions and discusses ways of constructing them. This book is a unified approach to modeling spatial and spatio-temporal data together with significant developments in statistical methodology with applications in R.

Автор: Lawson, Andrew B.
Название: Using r for bayesian spatial and spatio-temporal health modeling
ISBN: 0367490129 ISBN-13(EAN): 9780367490126
Издательство: Taylor&Francis
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Цена: 117390.00 T
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Описание: Using R for Bayesian Spatial and Spatio-Temporal Health Modeling provides a major resource for those interested in applying Bayesian methodology in small area health data studies.

Автор: Lawson, Andrew B.
Название: Using R for Bayesian Spatial and Spatio-Temporal Health Modeling
ISBN: 0367760673 ISBN-13(EAN): 9780367760670
Издательство: Taylor&Francis
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Цена: 46950.00 T
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Автор: Mathian
Название: Spatio-temporal Approaches - Geographic Objects and Change Process
ISBN: 1848215525 ISBN-13(EAN): 9781848215528
Издательство: Wiley
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Цена: 146730.00 T
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Описание: Spatio-temporal Approaches presents a well-built set of concepts, methods and approaches, in order to represent and understand the evolution of social and environmental phenomena within the space.

Автор: Andrew Zammit-Mangion; Michael Dewar; Visakan Kadi
Название: Modeling Conflict Dynamics with Spatio-temporal Data
ISBN: 3319010379 ISBN-13(EAN): 9783319010373
Издательство: Springer
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Цена: 47880.00 T
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Описание: The book also demonstrates the methods on the WikiLeaks Afghan War Diary, the results showing that this approach allows deeper insights into conflict dynamics and allows a strikingly statistically accurate forward prediction of armed opposition group activity in 2010, based solely on data from preceding years.