| Vorliegende Sprache |
eng |
| Hinweise auf parallele Ausgaben |
350473013 Buchausg. u.d.T.: ‡Fischer, Manfred M., 1947 - : Spatial data analysis |
| ISBN |
978-3-642-21719-7 |
| Name |
Fischer, Manfred M. |
| Wáng, Jīnfēng |
| ANZEIGE DER KETTE |
Wáng, Jīnfēng |
| T I T E L |
Spatial Data Analysis |
| Zusatz zum Titel |
Models, Methods and Techniques |
| Verlagsort |
Berlin, Heidelberg |
| Verlag |
Springer Berlin Heidelberg |
| Erscheinungsjahr |
2011 |
| 2011 |
| Umfang |
Online-Ressource (VIII, 80p. 5 illus, digital) |
| Reihe |
SpringerBriefs in Regional Science |
| Notiz / Fußnoten |
Includes bibliographical references and indexes |
| Weiterer Inhalt |
""Spatial Data Analysis""; ""Preface""; ""Contents""; ""1 Introduction""; ""Abstract""; ""1.1�Data and Spatial Data Analysis""; ""1.2�Types of Spatial Data""; ""1.3�The Spatial Data Matrix""; ""1.4�Spatial Autocorrelation""; ""1.5�The Tyranny of Spatial Data""; ""Part I The Analysis of Area Data""; ""2 Exploring Area Data""; ""Abstract""; ""2.1�Mapping and Geovisualisation""; ""2.2�The Spatial Weights Matrix""; ""2.3�Global Measures and Tests for Spatial Autocorrelation""; ""2.4�Local Measures and Tests for Spatial Autocorrelation""; ""3 Modelling Area Data""; ""Abstract"". ""3.1�Spatial Regression Models""""3.2�Tests for Spatial Dependence""; ""3.3�The Spatial Durbin Model""; ""3.4�Estimation of Spatial Regression Models""; ""3.5�Model Parameter Interpretation""; ""Part II The Analysis of Spatial Interaction Data""; ""4 Models and Methods for Spatial Interaction Data""; ""Abstract""; ""4.1�Visualising and Exploring Spatial Interaction Data""; ""4.2�The General Spatial Interaction Model""; ""4.3�Functional Specifications and the Method of Ordinary Least Squares Regression""; ""4.4�The General Poisson Spatial Interaction Model"". ""4.5�Maximum Likelihood Estimation of the Poisson Spatial Interaction Model""""4.6�A Generalisation of the Poisson Model of Spatial Interaction""; ""5 Spatial Interaction Models and Spatial Dependence""; ""Abstract""; ""5.1�The Independence (Log-Normal) Spatial Interaction Model in Matrix Notation""; ""5.2�Econometric Extensions to the Independence Spatial Interaction Model""; ""5.3�Spatial Filtering Versions of Spatial Interaction Models""; ""References""; ""Author Index""; ""Subject Index"" |
| Titelhinweis |
Buchausg. u.d.T.: ‡Fischer, Manfred M., 1947 - : Spatial data analysis |
| ISBN |
ISBN 978-3-642-21720-3 |
| Klassifikation |
GTB |
| KCP |
| BUS067000 |
| 338.9 |
| HT388 |
| HD28-9999 |
| RB 10104 |
| QY 000 |
| Kurzbeschreibung |
Preface -- Part A: The Analysis of Geostatical Data -- Part B: The Analysis of Area Data -- Part C: The Analysis of Spatial Interaction Data -- Subject Index -- Author Index |
| 2. Kurzbeschreibung |
The availability of spatial databases and widespread use of geographic information systems has stimulated increasing interest in the analysis and modelling of spatial data. Spatial data analysis focuses on detecting patterns, and on exploring and modelling relationships between them in order to understand the processes responsible for their emergence. In this way, the role of space is emphasised , and our understanding of the working and representation of space, spatial patterns, and processes is enhanced. In applied research, the recognition of the spatial dimension often yields different and more meaningful results and helps to avoid erroneous conclusions. This book aims to provide an introduction into spatial data analysis to graduates interested in applied statistical research. The text has been structured from a data-driven rather than a theory-based perspective, and focuses on those models, methods and techniques which are both accessible and of practical use for graduate students. Exploratory techniques as well as more formal model-based approaches are presented, and both area data and origin-destination flow data are considered |
| 1. Schlagwortkette |
Raumdaten |
| Datenanalyse |
| ANZEIGE DER KETTE |
Raumdaten -- Datenanalyse |
| 2. Schlagwortkette |
Raumdaten |
| Datenanalyse |
| ANZEIGE DER KETTE |
Raumdaten -- Datenanalyse |
| SWB-Titel-Idn |
350229708 |
| Signatur |
Springer E-Book |
| Bemerkungen |
Elektronischer Volltext - Campuslizenz |
| Elektronische Adresse |
$uhttp://dx.doi.org/10.1007/978-3-642-21720-3 |
| Internetseite / Link |
Volltext |
| Siehe auch |
Volltext |
| Siehe auch |
Cover |
