Spatially Varying Coefficient Regression Models

Name: Spatially Varying Coefficient Regression Models
Brand: VDM Verlag Dr. Müller
SKU: 9783639114379
Price: 20552 HUF
Availability: InStock

Diagnostic and Remedial Methods for Collinearity

Szerző: David Wheeler

Nyelv:

Kötés: Puha kötésű

Kiadó: VDM Verlag Dr. Müller

Elérhetőség: Kiadói készleten rendelésre

Küldés 17-27 napon belül

20 552 Ft

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

Információk a könyvről

Szerző

David Wheeler

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2009

oldal

132

EAN

9783639114379

Enbook ID

06820309

Kiadó

VDM Verlag Dr. Müller

Méretek

150 x 220 x 8

Teljes leírás

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

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták