NCJ Number
249175
Journal
Papers in Regional Science Volume: 93 Issue: 4 Dated: November 2014 Pages: 773-781
Date Published
2014
Length
9 pages
Annotation
This note investigates the finite-sample properties of Moran's/test statistic for spatial autocorrelation in tobit models suggested by Kelejian and Prucha.
Abstract
A void in the theoretical literature is filled by investigating the finite-sample properties of this test statistics in a series of Monte Carlo simulations, using data sets that range from 49 to 15,625 observations. The study found that the test is unbiased, has considerable power, and approximates the asymptotic normal distribution even for medium-sized sample sizes, empirically confirming the theoretical results of Kelejian and Prucha; however, some caution is needed, since the statistic turns out to be sensitive to misspecification in the form of heteroscedasticity. In such instances, the test over-rejects the null hypothesis, mistaking heteroscedasticity for spatial autocorrelation. (Publisher abstract modified)
Date Published: January 1, 2014
Downloads
Similar Publications
- The Role of Simulated Data in Making the Best Predictions (from the 87th Annual Meeting of the American Association of Physical Anthropologists - 2018)
- Human Decomposition Ecology at the University of Tennessee Anthropology Research Facility
- Assessment of the Effectiveness of Emergency Lighting, Retroreflective Markings, and Paint Color on Policing and Law Enforcement Safety