Spatial econometrics
L Anselin - Handbook of spatial analysis in the social sciences, 2022 - elgaronline.com
In many instances in empirical spatial analysis, the method of choice is a regression
analysis, whereby a variable of interest (the dependent variable) is related in a linear way to …
analysis, whereby a variable of interest (the dependent variable) is related in a linear way to …
A review of software for spatial econometrics in R
The software for spatial econometrics available in the R system for statistical computing is
reviewed. The methods are illustrated in a historical perspective, highlighting the main lines …
reviewed. The methods are illustrated in a historical perspective, highlighting the main lines …
Fast direct methods for Gaussian processes
S Ambikasaran, D Foreman-Mackey… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
A number of problems in probability and statistics can be addressed using the multivariate
normal (Gaussian) distribution. In the one-dimensional case, computing the probability for a …
normal (Gaussian) distribution. In the one-dimensional case, computing the probability for a …
[图书][B] Introduction to spatial econometrics
Although interest in spatial regression models has surged in recent years, a comprehensive,
up-to-date text on these approaches does not exist. Filling this void, Introduction to Spatial …
up-to-date text on these approaches does not exist. Filling this void, Introduction to Spatial …
[图书][B] Spectral analysis of large dimensional random matrices
Z Bai, JW Silverstein - 2010 - Springer
The aim of this book is to investigate the spectral properties of random matrices (RM) when
their dimensions tend to infinity. All classical limiting theorems in statistics are under the …
their dimensions tend to infinity. All classical limiting theorems in statistics are under the …
Springer series in statistics
The idea for this book came from the time the authors spent at the Statistics and Applied
Mathematical Sciences Institute (SAMSI) in Research Triangle Park in North Carolina …
Mathematical Sciences Institute (SAMSI) in Research Triangle Park in North Carolina …
[图书][B] Handbook of spatial statistics
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 …
Statistics presents a comprehensive treatment of both classical and state-of-the-art aspects …
Spatial modelling: a comprehensive framework for principal coordinate analysis of neighbour matrices (PCNM)
Spatial structures of ecological communities may originate either from the dependence of
community structure on environmental variables or/and from community-based processes. In …
community structure on environmental variables or/and from community-based processes. In …
[HTML][HTML] Thirty years of spatial econometrics
L Anselin - Papers in regional science, 2010 - Elsevier
In this paper, I give a personal view on the development of the field of spatial econometrics
during the past 30 years. I argue that it has moved from the margins to the mainstream of …
during the past 30 years. I argue that it has moved from the margins to the mainstream of …
Specification and estimation of spatial panel data models
JP Elhorst - International regional science review, 2003 - journals.sagepub.com
This article provides a survey of the specification and estimation of spatial panel data
models. These models include spatial error autocorrelation, or the specification is extended …
models. These models include spatial error autocorrelation, or the specification is extended …