Spatial Microeconometrics introduces the reader to the basic concepts of spatial statistics, spatial econometrics and the spatial behavior of economic agents at the microeconomic level. Incorporating useful examples and presenting real data and datasets on real firms, the book takes the reader through the key topics in a systematic way.
The book outlines the specificities of data that represent a set of interacting individuals with respect to traditional econometrics that treat their locational choices as exogenous and their economic behavior as independent. In particular, the authors address the consequences of neglecting such important sources of information on statistical inference and how to improve the model predictive performances. The book presents the theory, clarifies the concepts and instructs the readers on how to perform their own analyses, describing in detail the codes which are necessary when using the statistical language R.
The book is written by leading figures in the field and is completely up to date with the very latest research. It will be invaluable for graduate students and researchers in economic geography, regional science, spatial econometrics, spatial statistics and urban economics.
Reihe
Sprache
Verlagsort
Verlagsgruppe
Zielgruppe
Für höhere Schule und Studium
Illustrationen
103 s/w Abbildungen, 103 s/w Zeichnungen, 45 s/w Tabellen
45 Tables, black and white; 103 Line drawings, black and white; 103 Illustrations, black and white
Maße
Höhe: 234 mm
Breite: 156 mm
Gewicht
ISBN-13
978-1-138-83374-6 (9781138833746)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Klassifikation
Giuseppe Arbia is full professor of economic statistics at the Faculty of Economics, Catholic University of the Sacred Heart, Rome, and lecturer at the University of Italian Switzerland in Lugano. Since 2006 he has been president of the Spatial Econometrics Association and since 2008 he has chaired the Spatial Econometrics Advanced Institute. He is also a member of many international scientific societies.
Giuseppe Espa is full professor in economic statistics at the Department of Economics and Management of the University of Trento and the LUISS "Guido Carli" University of Rome.
Diego Giuliani is associate professor in economic statistics at the Department of Economics and Management of the University of Trento. He works primarily on the use and development of statistical methods to analyze firm-level micro-geographic data.
Autor*in
University of Trento, Italy
University of Trento, Italy
PART I Introduction 1 Foundations of spatial microeconometrics modeling PART II Modeling the spatial behavior of economic agents in a given set of locations 2 Preliminary definitions and concepts; 3 Basic cross-sectional spatial linear models; 4 Non-linear spatial models; 5 Space-time models PART III Modeling the spatial locational choices of economic agents 6 Preliminary definitions and concepts in point pattern analysis; 7 Models of the spatial location of individuals; 8 Points in a heterogeneous space; 9 Space-time models PART IV Looking ahead: modeling both the spatial location choices and the spatial behavior of economic agents 10 Firm demography and survival analysis; Appendices
