Spatially Varying Coefficient Regression Models

Name: Spatially Varying Coefficient Regression Models
Brand: VDM Verlag Dr. Müller
SKU: 9783639114379
Price: 61.22 EUR
Availability: InStock

Diagnostic and Remedial Methods for Collinearity

Автор: David Wheeler

Език:

Корици: С меки корици

Издател: VDM Verlag Dr. Müller

Наличност: Налично при издателя, по поръчка

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61.22 € 119.73 лв

The realization in the statistical and geographical§sciences that relationships between explanatory§...

Информация за книгата

Автор

David Wheeler

Език

Английски език

Корици

Книга - С меки корици

Издадена

2009

страници

132

EAN

9783639114379

Enbook ID

06820309

Издател

VDM Verlag Dr. Müller

Размери

150 x 220 x 8

Пълно описание

The realization in the statistical and geographical§sciences that relationships between explanatory§variables and a response variable in a regression§model may vary across a study area has lead to the§development of regression models with spatially§varying coefficients. Two such models are§geographically weighted regression and Bayesian§regression models with spatially varying§coefficients. In the application of these models,§inference on the regression coefficient spatial§processes is typically of primary interest. The§presence of collinearity necessitates the use of§diagnostic tools in local regression model building§to highlight areas in which the results are not§reliable for statistical inference, in addition to§presenting an opportunity for remedial methods. This§book, therefore, provides diagnostic tools and§remedial methods for spatially varying coefficient§regression models and includes real-world and§simulated examples demonstrating the utility of the§new techniques. This book sheds light on the issues§of implementing and interpreting results from these§models and should prove especially useful to spatial§data analysts in Geography, Statistics, and Public§Health.

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Spatially Varying Coefficient Regression Models

Diagnostic and Remedial Methods for Collinearity

Информация за книгата

Пълно описание

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