Michael Tiefelsdorf's Books

Modelling Spatial Processes

The Identification and Analysis of Spatial Relationships in Regression Residuals by Means of Moran’s I

By: Michael Tiefelsdorf

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Modelling Spatial Processes

The Identification and Analysis of Spatial Relationships in Regression Residuals by Means of Moran’s I

By: Michael Tiefelsdorf

A novel methodology is put forward in this book, which empowers researchers to investigate and identify potential spatial processes among a set of regions. Spatial processes and their underlying functional spatial relationships are commonly observed in the geosciences and related disciplines. Examples are spatially autocorrelated random variables manifesting themselves in distinct global patterns as well as local clusters and hot spots, or spatial interaction leading to stochastic ties among the regions. An example from observational epidemiology demonstrates the flexibility of Moran's approach by analyzing the spatial distribution of cancer data from several perspectives. Recent advances in computing technology, computer algorithms, statistical techniques and global and local spatial patterns by means of Moran's I feasability. Moran's I is an extremely versatile tool for exploring and analyzing spatial data and testing spatial hypotheses.

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Page Count

236

Publisher

Springer

Published Date

ISBN 10

3540486771

ISBN 13

9783540486770

Spatial Regression Models

By: Michael Don Ward,Kristian Gleditsch (jurist)

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Spatial Regression Models

By: Michael Don Ward,Kristian Gleditsch (jurist)

Assuming no prior knowledge this book is geared toward social science readers, unlike other volumes on this topic. The text illustrates concepts using well known international, comparative, and national examples of spatial regression analysis. Each example is presented alongside relevant data and code, which is also available on a Web site maintained by the authors.

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Page Count

113

Publisher

SAGE

Published Date

ISBN 10

1412954150

ISBN 13

9781412954150

The Econometric Analysis of Non-Stationary Spatial Panel Data

By: Michael Beenstock,Daniel Felsenstein

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The Econometric Analysis of Non-Stationary Spatial Panel Data

By: Michael Beenstock,Daniel Felsenstein

This monograph deals with spatially dependent nonstationary time series in a way accessible to both time series econometricians wanting to understand spatial econometics, and spatial econometricians lacking a grounding in time series analysis. After charting key concepts in both time series and spatial econometrics, the book discusses how the spatial connectivity matrix can be estimated using spatial panel data instead of assuming it to be exogenously fixed. This is followed by a discussion of spatial nonstationarity in spatial cross-section data, and a full exposition of non-stationarity in both single and multi-equation contexts, including the estimation and simulation of spatial vector autoregression (VAR) models and spatial error correction (ECM) models. The book reviews the literature on panel unit root tests and panel cointegration tests for spatially independent data, and for data that are strongly spatially dependent. It provides for the first time critical values for panel unit root tests and panel cointegration tests when the spatial panel data are weakly or spatially dependent. The volume concludes with a discussion of incorporating strong and weak spatial dependence in non-stationary panel data models. All discussions are accompanied by empirical testing based on a spatial panel data of house prices in Israel.

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Page Count

280

Publisher

Springer

Published Date

ISBN 10

3030036146

ISBN 13

9783030036140

Reactive Flow Modeling of Hydrothermal Systems

By: Michael Kühn

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Reactive Flow Modeling of Hydrothermal Systems

By: Michael Kühn

1. General Significance of Geochemical Models of Hydrothermal Systems,- 2. Concepts, Classification and Chemistry of Geothermal Systems,- 3.Theory of Chemical Modeling,- 4. Specific Features of Coupled Fluid Flow and Chemical Reaction,- 5. Fossil Hydrothermal Systems,- 6. Recent Hydrothermal Systems,- 7. Reservoir Management.

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Page Count

284

Publisher

Springer Science & Business Media

Published Date

ISBN 10

3540203389

ISBN 13

9783540203384

Modelling Spatial Processes

The Identification and Analysis of Spatial Relationships in Regression Residuals by Means of Moran’s I

By: Michael Tiefelsdorf

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Modelling Spatial Processes

The Identification and Analysis of Spatial Relationships in Regression Residuals by Means of Moran’s I

By: Michael Tiefelsdorf

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

236

Publisher

Springer

Published Date

ISBN 10

3540486771

ISBN 13

9783540486770

Book's by Michael Tiefelsdorf

Modelling Spatial Processes

Modelling Spatial Processes

Spatial Regression Models

Spatial Regression Models

The Econometric Analysis of Non-Stationary Spatial Panel Data

The Econometric Analysis of Non-Stationary Spatial Panel Data

Reactive Flow Modeling of Hydrothermal Systems

Reactive Flow Modeling of Hydrothermal Systems

Modelling Spatial Processes

Modelling Spatial Processes

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