Spatial Methods in Econometrics

Name: Spatial Methods in Econometrics
Brand: VDM Verlag Dr. Müller
SKU: 9783836462891
Price: 51.02 EUR
Availability: InStock

Автор: Daniela Gumprecht

Език:

Корици: С меки корици

Издател: VDM Verlag Dr. Müller

Наличност: Налично при издателя, по поръчка

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51.02 € 99.79 лв

This work deals with the adequate handling of spatial data in general, and in particular in the fram...

Информация за книгата

Автор

Daniela Gumprecht

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

104

EAN

9783836462891

Enbook ID

06949273

Издател

VDM Verlag Dr. Müller

Теглоt

150

Размери

150 x 220 x 5

Пълно описание

This work deals with the adequate handling of spatial data in general, and in particular in the framework of economic sciences. An overview of well known methods from the field of spatial statistics and spatial econometrics is given. Furthermore a special class of spatial objects is described, namely objects that are that far apart from all other observations in the dataset, that they are not connected to them anymore. Different treatments of such objects are suggested and their influence on the Moran's I test for spatial autocorrelation is analysed. After this theoretical part some adequate spatial methods are applied to the well-known problem of R&D spillovers. Here the spatial contiguity matrix is based on an economic distance measure instead of the commonly used geographic distances. In the last part, optimal design theory and spatial analysis are combined via a new criterion, which was developed to be able to take a potential spatial dependency of the data points into account. The target audience for this book are statistics students and scientific researchers who are familiar with the standard tools for regression modelling, optimal design theory and statistical inference.

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