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      Book

      Handbook of Spatial Statistics
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      Book

      Handbook of Spatial Statistics

      DOI link for Handbook of Spatial Statistics

      Handbook of Spatial Statistics book

      Handbook of Spatial Statistics

      DOI link for Handbook of Spatial Statistics

      Handbook of Spatial Statistics book

      Edited ByAlan E. Gelfand, Peter Diggle, Peter Guttorp, Montserrat Fuentes
      Edition 1st Edition
      First Published 2010
      eBook Published 23 March 2010
      Pub. Location Boca Raton
      Imprint CRC Press
      DOI https://doi.org/10.1201/9781420072884
      Pages 619
      eBook ISBN 9780429136504
      Subjects Bioscience, Mathematics & Statistics
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      Get Citation

      Gelfand, A.E., Diggle, P., Guttorp, P., & Fuentes, M. (Eds.). (2010). Handbook of Spatial Statistics (1st ed.). CRC Press. https://doi.org/10.1201/9781420072884

      ABSTRACT

      Assembling a collection of very prominent researchers in the field, the Handbook of Spatial Statistics presents a comprehensive treatment of both classical and state-of-the-art aspects of this maturing area. It takes a unified, integrated approach to the material, providing cross-references among chapters.The handbook begins with a historical intro

      TABLE OF CONTENTS

      chapter 1|12 pages

      Historical Introduction

      part |2 pages

      Part II

      chapter 2|12 pages

      Continuous Parameter Stochastic Process Theory

      chapter 3|16 pages

      Classical Geostatistical Methods

      chapter 4|12 pages

      Likelihood-Based Methods

      chapter 5|22 pages

      Spectral Domain

      chapter 6|10 pages

      Asymptotics for Spatial Processes

      chapter 7|18 pages

      Hierarchical Modeling with Spatial Data

      chapter 8|12 pages

      Low-Rank Representations for Spatial Processes

      chapter 9|12 pages

      Constructions for Nonstationary Spatial Processes

      chapter 10|18 pages

      Monitoring Network Design

      chapter 11|20 pages

      Non-Gaussian and Nonparametric Models for Continuous Spatial Data

      part |2 pages

      Part III

      chapter 12|30 pages

      Discrete Spatial Variation

      chapter 13|16 pages

      Conditional and Intrinsic Autoregressions

      chapter 14|28 pages

      Disease Mapping

      chapter 15|16 pages

      Spatial Econometrics

      part |2 pages

      Part IV

      chapter 16|20 pages

      Spatial Point Process Theory

      chapter 17|16 pages

      Spatial Point Process Models

      chapter 18|18 pages

      Nonparametric Methods

      chapter 19|22 pages

      Parametric Methods

      chapter 20|32 pages

      Modeling Strategies

      chapter 21|32 pages

      Multivariate and Marked Point Processes

      chapter 22|22 pages

      Point Process Models and Methods in Spatial Epidemiology

      part |2 pages

      Part V

      chapter 23|10 pages

      Continuous Parameter Spatio-Temporal Processes

      chapter 24|12 pages

      Dynamic Spatial Models Including Spatial Time Series

      chapter 25|14 pages

      Spatio-Temporal Point Processes

      chapter 26|14 pages

      Modeling Spatial Trajectories

      chapter 27|16 pages

      Data Assimilation

      part |2 pages

      Part VI

      chapter 28|22 pages

      Multivariate Spatial Process Models

      chapter 29|24 pages

      Misaligned Spatial Data: The Change of Support Problem

      chapter 30|18 pages

      Spatial Aggregation and the Ecological Fallacy

      chapter 31|18 pages

      Spatial Gradients and Wombling

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