Spatial Econometric Data Analysis: Moving Beyond Traditional Models

Local Indicators of Spatial Association—LISA

1995 • 10,639 citations

Spatial Econometrics: Methods and Models

1988 • 8,676 citations

Statistics for Spatial Data

1993 • 5,755 citations

Statistics for Spatial Data.

1993 • 5,338 citations

The Analysis of Spatial Association by Use of Distance Statistics

1992 • 4,922 citations

The Spatial Economy

1999 • 2,839 citations

Spatial Processes, Models and Applications

1983 • 2,626 citations

The Spatial Economy

1999 • 2,517 citations

GMM estimation with cross sectional dependence

1999 • 2,290 citations

Interactive Spatial Data Analysis

1995 • 1,900 citations

Untitled

1998 • 1,813 citations

Simple diagnostic tests for spatial dependence

1996 • 1,731 citations

Local Geographic Spillovers between University Research and High Technology Innovations

1997 • 1,630 citations

A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model

1999 • 1,440 citations

Budget spillovers and fiscal policy interdependence

1993 • 1,211 citations

Handbook of Applied Economic Statistics

1998 • 1,200 citations

Specification and Estimation of Spatial Panel Data Models

2003 • 1,056 citations

Geographically Weighted Regression: A Natural Evolution of the Expansion Method for Spatial Data Analysis

1998 • 1,033 citations

US Regional Income Convergence: A Spatial Econometric Perspective

1999 • 1,022 citations

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

2002 • 943 citations

Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Autoregressive Models

2004 • 938 citations

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

2002 • 904 citations

Properties of Tests for Spatial Dependence in Linear Regression Models

1991 • 748 citations

Measuring the benefits of air quality improvement: a spatial hedonic approach

2003 • 708 citations

The new economic geography: Past, present and the future*

2003 • 584 citations

Encyclopedia of social measurement

2005 • 581 citations

On the asymptotic distribution of the Moran I test statistic with applications

2001 • 563 citations

Specification and estimation of hedonic housing price models

1992 • 562 citations

Modeling Economics and Ecology: The Importance of a Spatial Perspective

1996 • 553 citations

Untitled

1998 • 548 citations

DO SPATIAL EFFECFS REALLY MATTER IN REGRESSION ANALYSIS?

1988 • 517 citations

The Differential Regional Effects of Monetary Policy

1998 • 501 citations

New Directions in Spatial Econometrics

2011 • 456 citations

Small Sample Properties of Tests for Spatial Dependence in Regression Models: Some Further Results

1995 • 440 citations

New Directions in Spatial Econometrics

1995 • 435 citations

Neighborhood Effects on Health: Exploring the Links and Assessing the Evidence

2001 • 430 citations

The Moran scatterplot as an ESDA tool to assess local instability in spatial association

2019 • 418 citations

Sparse spatial autoregressions

1997 • 406 citations

Testing for Strategic Interaction Among Local Governments: The Case of Growth Controls

1998 • 403 citations

Advances in Spatial Econometrics: Methodology, Tools and Applications

2004 • 399 citations

Spatial Empirics for Economic Growth and Convergence

2001 • 391 citations

Exploratory spatial data analysis of the distribution of regional per capita GDP in Europe, 1980-1995

2003 • 388 citations

Location and Space Economy: A General Theory Relating to Industrial Location, Market Areas, Land Use, Trade, and Urban Structure

1957 • 386 citations

Specification Searches in Spatial Econometrics: The Relevance of Hendry's Methodology

2002 • 379 citations

Do Roads Cause Deforestation? Using Satellite Images in Econometric Analysis of Land Use

1997 • 371 citations

A Companion to Theoretical Econometrics

2003 • 370 citations

Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms

1988 • 365 citations

Contracting in space: An application of spatial statistics to discrete-choice models

1998 • 362 citations

Applying the Generalized-Moments Estimation Approach to Spatial Problems Involving Micro-Level Data

2000 • 358 citations

Bayesian Estimation of Spatial Autoregressive Models

1997 • 346 citations

Spatial Effects in Econometric Practice in Environmental and Resource Economics

2001 • 329 citations

Do spatial effects really matter in regression analysis

1988 • 328 citations

Bayesian Estimation of Limited Dependent Variable Spatial Autoregressive Models

2000 • 325 citations

Constructing the Spatial Weights Matrix Using a Local Statistic

2004 • 320 citations

Spatial Analytical Perspectives on GIS

2019 • 316 citations

Spatial Data Configuration in Statistical Analysis of Regional Economic and Related Problems

1989 • 303 citations

Untitled

1998 • 296 citations

PROBIT WITH SPATIAL AUTOCORRELATION

1992 • 294 citations

Toward Spatially Integrated Social Science

2000 • 275 citations

Innovation and the Growth of Cities

2005 • 267 citations

Quick Computation of Spatial Autoregressive Estimators

1997 • 260 citations

Dynamic Models in Space and Time

2001 • 260 citations

Spatial econometrics in practice

1992 • 258 citations

Testing for Spatial Error Autocorrelation in the Presence of Endogenous Regressors

1997 • 254 citations

Estimates of Time to Economic Convergence: An Analysis of Regions of the European Union

1999 • 248 citations

CONSISTENCY AND EFFICIENCY OF LEAST SQUARES ESTIMATION FOR MIXED REGRESSIVE, SPATIAL AUTOREGRESSIVE MODELS

2002 • 237 citations

A Tale of Two Collectives: Sulphur versus Nitrogen Oxides Emission Reduction in Europe

1997 • 227 citations

Spatial Statistics and Real Estate

2004 • 226 citations

Specification and estimation of spatial linear regression models

1992 • 212 citations

Fast maximum likelihood estimation of very large spatial autoregressive models: a characteristic polynomial approach

2001 • 207 citations

Spatial Variations in School Performance: A Local Analysis Using Geographically Weighted Regression

2001 • 207 citations

Searching for the Elusive Aggregation Effect: Evidence from Statistical Simulations

1995 • 206 citations

The Differential Regional Effects of Monetary Policy: Evidence from the U.S. States

1999 • 193 citations

Untitled

1999 • 191 citations

European Regional Growth

2003 • 188 citations

University Research and Regional Innovation: A Spatial Econometric Analysis of Academic Technology Transfers

1998 • 186 citations

Untitled

1998 • 184 citations

AN EMPIRICAL MODEL OF INTRAMETROPOLITAN POPULATION AND EMPLOYMENT GROWTH

1994 • 181 citations

Equilibrium and Economic Growth: Spatial Econometric Models and Simulations

2001 • 179 citations

Rao's score test in spatial econometrics

2001 • 174 citations

Convergence Clubs and Relative Economic Performance in Great Britain: 1977–1991

1996 • 171 citations

Untitled

1998 • 163 citations

Spatial Econometrics and Spatial Statistics

2004 • 163 citations

Spatial autocorrelation

1992 • 162 citations

SPATIAL AUTOCORRELATION IN BRITISH UNEMPLOYMENT

1995 • 157 citations

The University: A Regional Booster? Economic Impacts of Academic Knowledge Infrastructure

1992 • 153 citations

Advanced spatial statistics

1988 • 153 citations

Evaluating the Markov Property in Studies of Economic Convergence

2003 • 153 citations

Advanced Spatial Statistics

1988 • 151 citations

Spatial Correlation: A Suggested Alternative to the Autoregressive Model

1995 • 138 citations

Spurious Spatial Regression: Some Monte Carlo Results with a Spatial Unit Root and Spatial Cointegration

1999 • 132 citations

Estimation methods for spatial autoregressive structures.

1980 • 116 citations

The Expansion Method, Mathematical Modeling, and Spatial Econometrics

1997 • 106 citations

Growth Dynamics and Space in Brazil

2003 • 97 citations

Spatial Filtering in a Regression Framework: Examples Using Data on Urban Crime, Regional Inequality, and Government Expenditures

1995 • 96 citations

Finite sample properties of estimators of spatial autoregressive models with autoregressive disturbances

2003 • 95 citations

Properties of tests for spatial error components

2003 • 93 citations

Exploratory Spatial Data Analysis

1998 • 92 citations

Predicting Spatial Patterns of House Prices Using LPR and Bayesian Smoothing

2002 • 86 citations

Space and applied econometrics

1992 • 84 citations

Extending Carlino‐Mills Models to Examine Urban Size and Growth Impacts on Proximate Rural Areas

1999 • 83 citations

Spatio-Temporal Modeling of Residential Sales Data

1998 • 83 citations

Modelling the spatial impact of the introduction of Compulsory Competitive Tendering

2000 • 79 citations

Computing environments for spatial data analysis

2000 • 77 citations

The effect of unemployment, aggregate wages, and spatial contiguity on local wages: An investigation with German district level data

1999 • 77 citations

Spatial Analyses of Homicide with Areal Data

2004 • 72 citations

Introduction to the special issue on spatial analysis for agricultural economists

2002 • 63 citations

Performing large spatial regressions and autoregressions

1997 • 62 citations

A General Misspecification Test for Spatial Regression Models: Dependence, Heterogeneity, and Nonlinearity

2001 • 58 citations

Spatial Externalities

2003 • 57 citations

Introduction to the Special Issue on Spatial Econometrics

1997 • 56 citations

A suggested test for spatial autocorrelation and/or heteroskedasticity and corresponding Monte Carlo results

1998 • 55 citations

Estimating Logit Models with Spatial Dependence

1995 • 54 citations

Finite sample properties of estimators of spatial autoregressive models with autoregressive disturbances

2003 • 53 citations

Differential Regional Effects of Monetary Policy: A Geographical SVAR Approach

2003 • 52 citations

S+SpatialStats

1998 • 49 citations

Spatial dimensions of precision agriculture: a spatial econometric analysis of millet yield on Sahelian coversands

2002 • 49 citations

Spatial Econometric Modeling of Regional Convergence in Continuous Time

2003 • 45 citations

Exploring Relationships Between the Global and Regional Measures of Spatial Autocorrelation

2003 • 44 citations

Evaluating and Updating the Sample Design in Repeated Environmental Surveys: Monitoring Air Quality in Padua

1997 • 44 citations

Regression analysis with spatially autocorrelated error: simulation studies and application to mapping of soil organic matter

2000 • 43 citations

The effect of unemployment, aggregate wages, and spatial contiguity on local wages: An investigation with German district level data

1999 • 39 citations

Unit Roots and Deterministic Trends in Spatial Econometric Models

2003 • 39 citations

Spatial Effects in Probit Models: A Monte Carlo Investigation

1995 • 38 citations

Using spatial statistics to assess aggregation effects

1996 • 38 citations

Explaining the pattern of regional unemployment: The case of the Midi Pyrénées region

2003 • 37 citations

Providing scientific visualization for spatial data analysis: Criteria and an assessment of SAGE

2000 • 34 citations

Spatial dimensions of precision agriculture: a spatial econometric analysis of millet yield on Sahelian coversands

2002 • 31 citations

Tests for spatial lag dependence based on method of moments estimation

2003 • 30 citations

Scientific Visualisation and the Exploratory Analysis of Area Data

1999 • 30 citations

Modeling Air Quality in Urban Areas: A Cell‐Based Statistical Approach

2001 • 25 citations

Spatial Patterns and Processes in a Longitudinal Framework

2003 • 16 citations

Price Discovery in Time and Space: The Course of Condominium Prices in Singapore

2002 • 12 citations

Deleted Work

1955 • 0 citations