Introduction to Spatial Econometrics (Statistics: A Series of Textbooks and Monographs) - Softcover

LeSage, James; Pace, Robert Kelley

Softcover

ISBN 10: 1032477741 ISBN 13: 9781032477749

Publisher: Chapman and Hall/CRC, 2023

Synopsis

Although interest in spatial regression models has surged in recent years, a comprehensive, up-to-date text on these approaches does not exist. Filling this void, Introduction to Spatial Econometrics presents a variety of regression methods used to analyze spatial data samples that violate the traditional assumption of independence between observations. It explores a wide range of alternative topics, including maximum likelihood and Bayesian estimation, various types of spatial regression specifications, and applied modeling situations involving different circumstances.

Leaders in this field, the authors clarify the often-mystifying phenomenon of simultaneous spatial dependence. By presenting new methods, they help with the interpretation of spatial regression models, especially ones that include spatial lags of the dependent variable. The authors also examine the relationship between spatiotemporal processes and long-run equilibrium states that are characterized by simultaneous spatial dependence. MATLAB® toolboxes useful for spatial econometric estimation are available on the authors’ websites.

This work covers spatial econometric modeling as well as numerous applied illustrations of the methods. It encompasses many recent advances in spatial econometric models―including some previously unpublished results.

About this title

About the Author

James LeSage, Robert Kelley Pace

Edition details

• Publisher: Chapman and Hall/CRC
• Publication date: 2023
• Language: English
• ISBN 10: 1032477741
• ISBN 13: 9781032477749
• Binding: Paperback
• Edition number: 1
• Number of pages: 376