James Lesage, Robert Kelley Pace

Introduction to Spatial Econometrics

• Gebundenes Buch

Produktbeschreibung

Introduction to Spatial Econometrics presents a variety of regression methods for analyzing spatial data samples that violate the traditional assumption of independence between observations. It explores a range of alternative topics, including maximum likelihood and Bayesian estimation, various types of spatial regression specifications, and applied modeling situations involving different circumstances. The authors clarify the often-mystifying phenomenon of simultaneous spatial dependence. By presenting new methods, they help with the interpretation of spatial regression models. MATLAB® toolboxes useful for spatial econometric estimation are made available on the authors' websites.

Produktdetails

• Verlag: Taylor and Francis
• Seitenzahl: 376
• Erscheinungstermin: 1. Januar 2009
• Englisch
• Abmessung: 244mm x 164mm x 27mm
• Gewicht: 664g
• ISBN-13: 9781420064247
• ISBN-10: 142006424X
• Artikelnr.: 23097284

Autorenporträt

James LeSage, Robert Kelley Pace

Inhaltsangabe

Introduction. Motivating and Interpreting Spatial Econometric Models.
Maximum Likelihood Estimation. Log-Determinants and Spatial Weights.
Bayesian Spatial Econometric Models. Model Comparison. Spatiotemporal and
Spatial Models. Spatial Econometric Interaction Models. Matrix Exponential
Spatial Models. Limited Dependent Variable Spatial Models. References.