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 …

Interpreting posterior relative risk estimates in disease-mapping studies

S Richardson, A Thomson, N Best… - Environmental health …, 2004 - ehp.niehs.nih.gov
There is currently much interest in conducting spatial analyses of health outcomes at the
small-area scale. This requires sophisticated statistical techniques, usually involving …

[图书][B] Handbook of spatial statistics

AE Gelfand, P Diggle, P Guttorp, M Fuentes - 2010 - taylorfrancis.com
Assembling a collection of very prominent researchers in the field, the Handbook of Spatial
Statistics presents a comprehensive treatment of both classical and state-of-the-art aspects …

[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] Applied spatial statistics for public health data

LA Waller, CA Gotway - 2004 - books.google.com
While mapped data provide a common ground for discussions between the public, the
media, regulatory agencies, and public health researchers, the analysis of spatially …

[图书][B] Computational statistics

GH Givens, JA Hoeting - 2012 - books.google.com
This new edition continues to serve as a comprehensive guide to modern and classical
methods of statistical computing. The book is comprised of four main parts spanning the …

[图书][B] Bayesian statistical modelling

P Congdon - 2007 - books.google.com
Bayesian methods combine the evidence from the data at hand with previous quantitative
knowledge to analyse practical problems in a wide range of areas. The calculations were …

Bayesian modelling of inseparable space‐time variation in disease risk

L Knorr‐Held - Statistics in medicine, 2000 - Wiley Online Library
This paper proposes a unified framework for a Bayesian analysis of incidence or mortality
data in space and time. We introduce four different types of prior distributions for space× time …

Spatial analysis in epidemiology

DU Pfeiffer - 2008 - academic.oup.com
and chapter 7 focuses on modeling of spatial distribution of diseases. Finally, chapter 8
explains data-driven and knowledge-driven modeling for risk assessment and management …

[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 …