Under the hood issues in the specification and interpretation of spatial regression models

L Anselin - Agricultural economics, 2002 - Wiley Online Library
This paper reviews a number of conceptual issues pertaining to the implementation of an
explicit “spatial” perspective in applied econometrics. It provides an overview of the …

Multilevel modelling of medical data

H Goldstein, W Browne, J Rasbash - Statistics in medicine, 2002 - Wiley Online Library
This tutorial presents an overview of multilevel or hierarchical data modelling and its
applications in medicine. A description of the basic model for nested data is given and it is …

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 …

[图书][B] Hierarchical modeling and analysis for spatial data

S Banerjee, BP Carlin, AE Gelfand - 2003 - taylorfrancis.com
Among the many uses of hierarchical modeling, their application to the statistical analysis of
spatial and spatio-temporal data from areas such as epidemiology And environmental …

[图书][B] Generalized latent variable modeling: Multilevel, longitudinal, and structural equation models

A Skrondal, S Rabe-Hesketh - 2004 - taylorfrancis.com
This book unifies and extends latent variable models, including multilevel or generalized
linear mixed models, longitudinal or panel models, item response or factor models, latent …

[图书][B] Small area estimation

JNK Rao - 2005 - books.google.com
An accessible introduction to indirect estimation methods, both traditional and model-based.
Readers will also find the latest methods for measuring the variability of the estimates as …

[图书][B] Statistical methods in spatial epidemiology

AB Lawson - 2013 - books.google.com
Spatial epidemiology is the description and analysis of the geographical distribution of
disease. It is more important now than ever, with modern threats such as bio-terrorism …

[图书][B] Local models for spatial analysis

CD Lloyd - 2010 - books.google.com
With new chapters addressing spatial patterning in single variables and spatial relations,
this second edition provides guidance to a wide variety of real-world problems. Focusing on …

Proper multivariate conditional autoregressive models for spatial data analysis

AE Gelfand, P Vounatsou - Biostatistics, 2003 - academic.oup.com
In the past decade conditional autoregressive modelling specifications have found
considerable application for the analysis of spatial data. Nearly all of this work is done in the …

[引用][C] Disease mapping with Win-BUGS and MLwiN

AB Lawson - 2003 - books.google.com
Disease mapping involves the analysis of geo-referenced disease incidence data and has
many applications, for example within resource allocation, cluster alarm analysis, and …