Spatial regression models: a systematic comparison of different model specifications using Monte Carlo experiments

T Rüttenauer - Sociological Methods & Research, 2022 - journals.sagepub.com
… specifications can be used, all assuming different types of spatial dependence… spatial
regression models and offers a comparison of their performance by using Monte Carlo experiments

Specification and estimation of spatial linear regression models: Monte Carlo evaluation of pre-test estimators

R Florax, H Folmer - Regional science and urban economics, 1992 - Elsevier
… of spatial regression models is referred to as spatial variable expansion (SVE) in this paper.
Two alternatives of the spatial … for regression residuals (ZR) and F tests on omitted, spatially

Spatial econometric Monte Carlo studies: raising the bar

JP LeSage, RK Pace - Empirical Economics, 2018 - Springer
Monte Carlo methodology that can be used to explore alternative approaches to estimating
spatial regression models… be the focus of Monte Carlo experiments. Since effects estimates …

Properties of tests for spatial dependence in linear regression models

L Anselin, S Rey - Geographical analysis, 1991 - Wiley Online Library
… of Tests for Spatial Dependence in Linear Regression Models Based on a large number of
Monte Carlo simulation experimentstests for spatial dependence, that is, for both spatial error …

Spatial regression

L Anselin - The SAGE handbook of spatial analysis, 2009 - torrossa.com
… of spatial dependence in a regression model. Next, specification tests are considered to detect
the presence of spatial … in a large number of Monte Carlo simulation experiments (see, eg, …

Spurious spatial regression: some Monte Carlo results with a spatial unit root and spatial cointegration

B Fingleton - Journal of regional science, 1999 - Wiley Online Library
spatial unit roots and spatial cointegration, and via Monte-Carlo simulation I illustrate their
implications for spatial … positive residual spatial autocorrelation in the typical regression model. …

The performance of diagnostic tests for spatial dependence in linear regression models: a meta-analysis of simulation studies

RJGM Florax, T De Graaff - … in spatial econometrics: Methodology, tools …, 2004 - Springer
spatial models and test statistics for spatial dependence that have been studied in Monte Carlo
experimentstests used in the meta-analysis of Monte Carlo simulation studies. Most other …

A new method for dealing simultaneously with spatial autocorrelation and spatial heterogeneity in regression models

G Geniaux, D Martinetti - Regional Science and Urban Economics, 2018 - Elsevier
… of these new models, we resort to the Spatial Two-Stage Least Squares (S2SLS) technique.
We rely on a Monte Carlo experiment for testing the performance of classical models, such …

Spatial regression models, response surfaces, and process optimization

MA O'connell, RD Wolfinger - Journal of Computational and …, 1997 - Taylor & Francis
… A simulation study was undertaken to compare two of the … Monte Carlo samples of size 200
were generated on the … Each of the four models was fit to each Monte Carlo sample and the …

Regression analysis of spatial data

CM Beale, JJ Lennon, JM Yearsley, MJ Brewer… - Ecology …, 2010 - Wiley Online Library
… analysing spatial data and illustrate these using simulation … from a spatial regression
method which correctly models the … While Bayesian methods using Markov chain Monte Carlo (…