Modern Spatial Econometrics In Practice

Modern Spatial Econometrics In Practice Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Modern Spatial Econometrics In Practice book. This book definitely worth reading, it is an incredibly well-written.

Modern Spatial Econometrics in Practice

Luc Anselin,Sergio Joseph Rey
Modern Spatial Econometrics in Practice Book PDF

Author : Luc Anselin,Sergio Joseph Rey
Publisher : Geoda Press LLC
Page : 394 pages
File Size : 40,6 Mb
Release : 2014-12-27
Category : Econometric models
ISBN : 0986342106

Get Book

Modern Spatial Econometrics in Practice by Luc Anselin,Sergio Joseph Rey Pdf

This book is the definitive user's guide to the spatial regression functionality in the software packages GeoDa and GeoDaSpace, as well as the spreg module in the PySAL library --all developed at the GeoDa Center for Geospatial Analysis and Computation. The book provides the techniques to test for and estimate spatial effects in linear regression models, addressing both spatial dependence (spatial autoregressive models) as well as spatial heterogeneity (spatial regimes models). The book also serves as an introduction and a practical guide to spatial econometrics in that it covers the methodological principles and formal results that underlie the various estimation methods, test procedures and model characteristics computed by the software. While the classical maximum likelihood estimation is included, the book's coverage emphasizes modern techniques based on the principle of generalized method of moments (GMM).

Spatial Econometrics

Harry Kelejian,Gianfranco Piras
Spatial Econometrics Book PDF

Author : Harry Kelejian,Gianfranco Piras
Publisher : Academic Press
Page : 458 pages
File Size : 48,5 Mb
Release : 2017-07-20
Category : Business & Economics
ISBN : 9780128133927

Get Book

Spatial Econometrics by Harry Kelejian,Gianfranco Piras Pdf

Spatial Econometrics provides a modern, powerful and flexible skillset to early career researchers interested in entering this rapidly expanding discipline. It articulates the principles and current practice of modern spatial econometrics and spatial statistics, combining rigorous depth of presentation with unusual depth of coverage. Introducing and formalizing the principles of, and ‘need’ for, models which define spatial interactions, the book provides a comprehensive framework for almost every major facet of modern science. Subjects covered at length include spatial regression models, weighting matrices, estimation procedures and the complications associated with their use. The work particularly focuses on models of uncertainty and estimation under various complications relating to model specifications, data problems, tests of hypotheses, along with systems and panel data extensions which are covered in exhaustive detail. Extensions discussing pre-test procedures and Bayesian methodologies are provided at length. Throughout, direct applications of spatial models are described in detail, with copious illustrative empirical examples demonstrating how readers might implement spatial analysis in research projects. Designed as a textbook and reference companion, every chapter concludes with a set of questions for formal or self--study. Finally, the book includes extensive supplementing information in a large sample theory in the R programming language that supports early career econometricians interested in the implementation of statistical procedures covered. Combines advanced theoretical foundations with cutting-edge computational developments in R Builds from solid foundations, to more sophisticated extensions that are intended to jumpstart research careers in spatial econometrics Written by two of the most accomplished and extensively published econometricians working in the discipline Describes fundamental principles intuitively, but without sacrificing rigor Provides empirical illustrations for many spatial methods across diverse field Emphasizes a modern treatment of the field using the generalized method of moments (GMM) approach Explores sophisticated modern research methodologies, including pre-test procedures and Bayesian data analysis

Advances in Spatial Econometrics

Luc Anselin,Raymond Florax,Sergio J. Rey
Advances in Spatial Econometrics Book PDF

Author : Luc Anselin,Raymond Florax,Sergio J. Rey
Publisher : Springer Science & Business Media
Page : 516 pages
File Size : 50,6 Mb
Release : 2013-03-09
Category : Business & Economics
ISBN : 9783662056172

Get Book

Advances in Spatial Econometrics by Luc Anselin,Raymond Florax,Sergio J. Rey Pdf

World-renowned experts in spatial statistics and spatial econometrics present the latest advances in specification and estimation of spatial econometric models. This includes information on the development of tools and software, and various applications. The text introduces new tests and estimators for spatial regression models, including discrete choice and simultaneous equation models. The performance of techniques is demonstrated through simulation results and a wide array of applications related to economic growth, international trade, knowledge externalities, population-employment dynamics, urban crime, land use, and environmental issues. An exciting new text for academics with a theoretical interest in spatial statistics and econometrics, and for practitioners looking for modern and up-to-date techniques.

A Primer for Spatial Econometrics

G. Arbia
A Primer for Spatial Econometrics Book PDF

Author : G. Arbia
Publisher : Springer
Page : 161 pages
File Size : 54,7 Mb
Release : 2014-06-30
Category : Business & Economics
ISBN : 9781137317940

Get Book

A Primer for Spatial Econometrics by G. Arbia Pdf

This book aims at meeting the growing demand in the field by introducing the basic spatial econometrics methodologies to a wide variety of researchers. It provides a practical guide that illustrates the potential of spatial econometric modelling, discusses problems and solutions and interprets empirical results.

Spatial Econometrics

J. Paul Elhorst
Spatial Econometrics Book PDF

Author : J. Paul Elhorst
Publisher : Springer Science & Business Media
Page : 119 pages
File Size : 49,5 Mb
Release : 2013-09-30
Category : Business & Economics
ISBN : 9783642403408

Get Book

Spatial Econometrics by J. Paul Elhorst Pdf

​This book provides an overview of three generations of spatial econometric models: models based on cross-sectional data, static models based on spatial panels and dynamic spatial panel data models. The book not only presents different model specifications and their corresponding estimators, but also critically discusses the purposes for which these models can be used and how their results should be interpreted.

Spatial Analysis Methods and Practice

George Grekousis
Spatial Analysis Methods and Practice Book PDF

Author : George Grekousis
Publisher : Cambridge University Press
Page : 535 pages
File Size : 54,6 Mb
Release : 2020-06-11
Category : Reference
ISBN : 9781108498982

Get Book

Spatial Analysis Methods and Practice by George Grekousis Pdf

An introductory overview of spatial analysis and statistics through GIS, including worked examples and critical analysis of results.

Defining the Spatial Scale in Modern Regional Analysis

Esteban Fernández Vázquez,Fernando Rubiera Morollón
Defining the Spatial Scale in Modern Regional Analysis Book PDF

Author : Esteban Fernández Vázquez,Fernando Rubiera Morollón
Publisher : Springer Science & Business Media
Page : 333 pages
File Size : 46,8 Mb
Release : 2013-01-11
Category : Business & Economics
ISBN : 9783642319945

Get Book

Defining the Spatial Scale in Modern Regional Analysis by Esteban Fernández Vázquez,Fernando Rubiera Morollón Pdf

This book explores different approaches to defining the concept of region depending on the specific question that needs to be answered. While the typical administrative spatial data division fits certain research questions well, in many cases, defining regions in a different way is fundamental in order to obtain significant empirical evidence. The book is divided into three parts: The first part is dedicated to a methodological discussion of the concept of region and the different potential approaches from different perspectives. The problem of having sufficient information to define different regional units is always present. This justifies the second part of the book, which focuses on the techniques of ecological inference applied to estimating disaggregated data from observable aggregates. Finally, the book closes by presenting several applications that are in line with the functional areas definition in regional analysis.

Handbook of Spatial Analysis in the Social Sciences

Sergio J. Rey,Rachel S. Franklin
Handbook of Spatial Analysis in the Social Sciences Book PDF

Author : Sergio J. Rey,Rachel S. Franklin
Publisher : Edward Elgar Publishing
Page : 589 pages
File Size : 46,5 Mb
Release : 2022-11-18
Category : Technology & Engineering
ISBN : 9781789903942

Get Book

Handbook of Spatial Analysis in the Social Sciences by Sergio J. Rey,Rachel S. Franklin Pdf

Providing an authoritative assessment of the current landscape of spatial analysis in the social sciences, this cutting-edge Handbook covers the full range of standard and emerging methods across the social science domain areas in which these methods are typically applied. Accessible and comprehensive, it expertly answers the key questions regarding the dynamic intersection of spatial analysis and the social sciences.

A Primer for Spatial Econometrics

G. Arbia
A Primer for Spatial Econometrics Book PDF

Author : G. Arbia
Publisher : Springer
Page : 230 pages
File Size : 42,7 Mb
Release : 2014-06-30
Category : Business & Economics
ISBN : 9781137317940

Get Book

A Primer for Spatial Econometrics by G. Arbia Pdf

This book aims at meeting the growing demand in the field by introducing the basic spatial econometrics methodologies to a wide variety of researchers. It provides a practical guide that illustrates the potential of spatial econometric modelling, discusses problems and solutions and interprets empirical results.

Spatial Analysis Using Big Data

Yoshiki Yamagata,Hajime Seya
Spatial Analysis Using Big Data Book PDF

Author : Yoshiki Yamagata,Hajime Seya
Publisher : Academic Press
Page : 302 pages
File Size : 43,5 Mb
Release : 2019-11-03
Category : Business & Economics
ISBN : 9780128131329

Get Book

Spatial Analysis Using Big Data by Yoshiki Yamagata,Hajime Seya Pdf

Spatial Analysis Using Big Data: Methods and Urban Applications helps readers understand the most powerful, state-of-the-art spatial econometric methods, focusing particularly on urban research problems. The methods represent a cluster of potentially transformational socio-economic modeling tools that allow researchers to capture real-time and high-resolution information to potentially reveal new socioeconomic dynamics within urban populations. Each method, written by leading exponents of the discipline, uses real-time urban big data to solve research problems in spatial science. Urban applications of these methods are provided in unsurpassed depth, with chapters on surface temperature mapping, view value analysis, community clustering and spatial-social networks, among many others. Reviews some of the most powerful and challenging modern methods to study big data problems in spatial science Provides computer codes written in R, MATLAB and Python to help implement methods Applies these methods to common problems observed in urban and regional economics

Spatial Econometrics: Methods and Models

L. Anselin
Spatial Econometrics Methods and Models Book PDF

Author : L. Anselin
Publisher : Springer Science & Business Media
Page : 295 pages
File Size : 47,9 Mb
Release : 2013-03-09
Category : Business & Economics
ISBN : 9789401577991

Get Book

Spatial Econometrics: Methods and Models by L. Anselin Pdf

Spatial econometrics deals with spatial dependence and spatial heterogeneity, critical aspects of the data used by regional scientists. These characteristics may cause standard econometric techniques to become inappropriate. In this book, I combine several recent research results to construct a comprehensive approach to the incorporation of spatial effects in econometrics. My primary focus is to demonstrate how these spatial effects can be considered as special cases of general frameworks in standard econometrics, and to outline how they necessitate a separate set of methods and techniques, encompassed within the field of spatial econometrics. My viewpoint differs from that taken in the discussion of spatial autocorrelation in spatial statistics - e.g., most recently by Cliff and Ord (1981) and Upton and Fingleton (1985) - in that I am mostly concerned with the relevance of spatial effects on model specification, estimation and other inference, in what I caIl a model-driven approach, as opposed to a data-driven approach in spatial statistics. I attempt to combine a rigorous econometric perspective with a comprehensive treatment of methodological issues in spatial analysis.

Spatial Econometrics

Giuseppe Arbia,Badi H. Baltagi
Spatial Econometrics Book PDF

Author : Giuseppe Arbia,Badi H. Baltagi
Publisher : Springer Science & Business Media
Page : 283 pages
File Size : 50,7 Mb
Release : 2008-11-14
Category : Business & Economics
ISBN : 9783790820706

Get Book

Spatial Econometrics by Giuseppe Arbia,Badi H. Baltagi Pdf

Spatial Econometrics is a rapidly evolving field born from the joint efforts of economists, statisticians, econometricians and regional scientists. The book provides the reader with a broad view of the topic by including both methodological and application papers. Indeed the application papers relate to a number of diverse scientific fields ranging from hedonic models of house pricing to demography, from health care to regional economics, from the analysis of R&D spillovers to the study of retail market spatial characteristics. Particular emphasis is given to regional economic applications of spatial econometrics methods with a number of contributions specifically focused on the spatial concentration of economic activities and agglomeration, regional paths of economic growth, regional convergence of income and productivity and the evolution of regional employment. Most of the papers appearing in this book were solicited from the International Workshop on Spatial Econometrics and Statistics held in Rome (Italy) in 2006.

Spatial Econometrics

Badi H. Baltagi,James P. LeSage,R. Kelley Pace
Spatial Econometrics Book PDF

Author : Badi H. Baltagi,James P. LeSage,R. Kelley Pace
Publisher : Emerald Group Publishing
Page : 408 pages
File Size : 53,8 Mb
Release : 2016-12-08
Category : Business & Economics
ISBN : 9781785609855

Get Book

Spatial Econometrics by Badi H. Baltagi,James P. LeSage,R. Kelley Pace Pdf

Advances in Econometrics 37 highlights key research in econometrics in a user friendly way for economists who are not econometricians.

Statistical Modelling and Risk Analysis

Christos P. Kitsos,Teresa A. Oliveira,Francesca Pierri,Marialuisa Restaino
Statistical Modelling and Risk Analysis Book PDF

Author : Christos P. Kitsos,Teresa A. Oliveira,Francesca Pierri,Marialuisa Restaino
Publisher : Springer Nature
Page : 230 pages
File Size : 41,9 Mb
Release : 2024-01-13
Category : Mathematics
ISBN : 9783031398643

Get Book

Statistical Modelling and Risk Analysis by Christos P. Kitsos,Teresa A. Oliveira,Francesca Pierri,Marialuisa Restaino Pdf

This volume covers the latest results on novel methods in Risk Analysis and assessment, with applications in Biostatistics (which is providing food for thought since the first ICRAs, covering traditional areas of RA, until now), Engineering Reliability, the Environmental Sciences and Economics. The contributions, based on lectures given at the 9th International Conference on Risk Analysis (ICRA 9), at Perugia, Italy, May 2022, detail a wide variety of daily risks, building on ideas presented at previous ICRA conferences. Working within a strong theoretical framework, supporting applications, the material describes a modern extension of the traditional research of the 1980s. This book is intended for graduate students in Mathematics, Statistics, Biology, Toxicology, Medicine, Management, and Economics, as well as quantitative researchers in Risk Analysis.

Land Use–Transport Interaction Models

Rubén Cordera,Ángel Ibeas,Luigi dell’Olio,Borja Alonso
Land Use Transport Interaction Models Book PDF

Author : Rubén Cordera,Ángel Ibeas,Luigi dell’Olio,Borja Alonso
Publisher : CRC Press
Page : 221 pages
File Size : 42,8 Mb
Release : 2017-11-15
Category : Architecture
ISBN : 9781351361521

Get Book

Land Use–Transport Interaction Models by Rubén Cordera,Ángel Ibeas,Luigi dell’Olio,Borja Alonso Pdf

Transport and the spatial location of population and activities have been important themes of study in engineering, social sciences and urban and regional planning for many decades. However, an integrated approach to the modelling of transport and land use has been rarely made, and common practice has been to model both phenomena independently. This book presents an introduction to the modelling of land use and transport interaction (LUTI), with a theoretical basis and a presentation of the broad state of the art. It also sets out the steps for building an operational LUTI model to provide a concrete application. The authors bring extensive experience in this cross-disciplinary field, primarily for an academic audience and for professionals seeking a thorough introduction.