Journal ArticleDOI
Simple diagnostic tests for spatial dependence
TLDR
In this paper, simple diagnostic tests based on OLS residuals were proposed for spatial error autocorrelation in the presence of a spatially lagged dependent variable and for spatial lag dependence.About:
This article is published in Regional Science and Urban Economics.The article was published on 1996-02-01. It has received 1681 citations till now. The article focuses on the topics: Spatial dependence & Spatial econometrics.read more
Citations
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Journal ArticleDOI
A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances
TL;DR: In this article, a computationally simple procedure for estimating cross-sectional spatial models that contain a spatial lag of the dependent variable as a regressor or a disturbance term that is spatially autoregressive is described.
Journal ArticleDOI
Applied Spatial Econometrics: Raising the Bar
TL;DR: LeSage et al. as mentioned in this paper place the key issues and implications of the new ‘introductory’ book on spatial econometrics by James LeSage & Kelley Pace (2009) in a broader perspective: the argument in favour of the spatial Durbin model, the use of indirect effects as a more valid basis for testing whether spatial spillovers are significant, use of Bayesian posterior model probabilities to determine which spatial weights matrix best describes the data.
Book
Applied Spatial Statistics for Public Health Data
Lance A. Waller,Carol A. Gotway +1 more
TL;DR: In this paper, the authors present a method for estimating risk and risk of cancer in public health data using statistical methods for spatial data in the context of geographic information systems (GISs).
Journal ArticleDOI
US Regional Income Convergence: A Spatial Econometric Perspective
Sergio J. Rey,Brett D. Montouri +1 more
TL;DR: In this paper, the authors consider the question of US regional economic income convergence from a spatial econometric perspective and find strong evidence of misspecification due to ignored spatial error dependence, potentially complicating the transitional dynamics of the convergence process.
Journal ArticleDOI
Strategic Interaction Among Governments: An Overview of Empirical Studies:
TL;DR: In this paper, the authors provide an overview of empirical models of strategic interaction among governments and discuss how the empirical frameworks fit into two broad categories: spillover models and resource-flow models.
References
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Book
An Introduction to Multivariate Statistical Analysis
TL;DR: In this article, the distribution of the Mean Vector and the Covariance Matrix and the Generalized T2-Statistic is analyzed. But the distribution is not shown to be independent of sets of Variates.
Book
Spatial Econometrics: Methods and Models
TL;DR: In this article, a typology of Spatial Econometric Models is presented, and the maximum likelihood approach to estimate and test Spatial Process Models is proposed, as well as alternative approaches to Inference in Spatial process models.
Journal ArticleDOI
Introduction to Multivariate Statistical Analysis.
William G. Madow,T. W. Anderson +1 more
Book
Approximation Theorems of Mathematical Statistics
TL;DR: In this paper, the basic sample statistics are used for Parametric Inference, and the Asymptotic Theory in Parametric Induction (ATIP) is used to estimate the relative efficiency of given statistics.
Journal ArticleDOI
A Simple Test for Heteroscedasticity and Random Coefficient Variation.
Trevor Breusch,Adrian Pagan +1 more
TL;DR: In this paper, a simple test for heteroscedastic disturbances in a linear regression model is developed using the framework of the Lagrangian multiplier test, and the criterion is given as a readily computed function of the OLS residuals.