Geographically weighted regression

AS Fotheringham, C Brunsdon… - The Sage handbook of …, 2009 - torrossa.com
Spatial data contain locational information as well as attribute information. It is increasingly
recognized that most data sets are spatial in that the attribute being measured is typically …

On digital soil mapping

AB McBratney, MLM Santos, B Minasny - Geoderma, 2003 - Elsevier
We review various recent approaches to making digital soil maps based on geographic
information systems (GIS) data layers, note some commonalities and propose a generic …

Spatial modelling: a comprehensive framework for principal coordinate analysis of neighbour matrices (PCNM)

S Dray, P Legendre, PR Peres-Neto - Ecological modelling, 2006 - Elsevier
Spatial structures of ecological communities may originate either from the dependence of
community structure on environmental variables or/and from community-based processes. In …

[图书][B] Geographic data mining and knowledge discovery

HJ Miller, J Han - 2009 - taylorfrancis.com
The Definitive Volume on Cutting-Edge Exploratory Analysis of Massive Spatial and
Spatiotemporal DatabasesSince the publication of the first edition of Geographic Data …

Growth, technological interdependence and spatial externalities: theory and evidence

C Ertur, W Koch - Journal of applied econometrics, 2007 - Wiley Online Library
This paper presents a theoretical growth model which explicitly takes into account
technological interdependence among economies and examines the impact of spillover …

Spatial econometrics

J LeSage - Handbook of research methods and applications in …, 2015 - elgaronline.com
James LeSage 1. obseRVation-leVel data dependence spatial econometrics is a subset of
the broader econometrics discipline that deals with modeling situations involving spatially …

Spatiotemporal autoregressive models of neighborhood effects

RK Pace, R Barry, JM Clapp, M Rodriquez - The Journal of Real Estate …, 1998 - Springer
Using 70,822 observations on housing prices from 1969 to 1991 from Fairfax County
Virginia, this article demonstrates the substantial benefits obtained by modeling the spatial …

Spatial statistics and real estate

RK Pace, R Barry, CF Sirmans - The Journal of Real Estate Finance and …, 1998 - Springer
Real estate has historically employed statistical tools designed for independent
observations while simultaneously noting the violation of these assumptions in the form of …

Spatial dependence, housing submarkets, and house price prediction

SC Bourassa, E Cantoni, M Hoesli - The Journal of Real Estate Finance …, 2007 - Springer
This paper compares alternative methods of controlling for the spatial dependence of house
prices in a mass appraisal context. Explicit modeling of the error structure is characterized as …

Spatial econometrics

TG Conley - Microeconometrics, 2010 - Springer
Spatial econometrics is concerned with models for dependent observations indexed by
points in a metric space or nodes in a graph. The key idea is that a set of locations can …