Geostatistical Functional Data Analysis

preview-18
  • Geostatistical Functional Data Analysis Book Detail

  • Author : Jorge Mateu
  • Release Date : 2021-12-13
  • Publisher : John Wiley & Sons
  • Genre : Social Science
  • Pages : 452
  • ISBN 13 : 1119387841
  • File Size : 57,57 MB

Geostatistical Functional Data Analysis by Jorge Mateu PDF Summary

Book Description: Geostatistical Functional Data Analysis Explore the intersection between geostatistics and functional data analysis with this insightful new reference Geostatistical Functional Data Analysis presents a unified approach to modelling functional data when spatial and spatio-temporal correlations are present. The Editors link together the wide research areas of geostatistics and functional data analysis to provide the reader with a new area called geostatistical functional data analysis that will bring new insights and new open questions to researchers coming from both scientific fields. This book provides a complete and up-to-date account to deal with functional data that is spatially correlated, but also includes the most innovative developments in different open avenues in this field. Containing contributions from leading experts in the field, this practical guide provides readers with the necessary tools to employ and adapt classic statistical techniques to handle spatial regression. The book also includes: A thorough introduction to the spatial kriging methodology when working with functions A detailed exposition of more classical statistical techniques adapted to the functional case and extended to handle spatial correlations Practical discussions of ANOVA, regression, and clustering methods to explore spatial correlation in a collection of curves sampled in a region In-depth explorations of the similarities and differences between spatio-temporal data analysis and functional data analysis Aimed at mathematicians, statisticians, postgraduate students, and researchers involved in the analysis of functional and spatial data, Geostatistical Functional Data Analysis will also prove to be a powerful addition to the libraries of geoscientists, environmental scientists, and economists seeking insightful new knowledge and questions at the interface of geostatistics and functional data analysis.

Disclaimer: www.yourbookbest.com does not own Geostatistical Functional Data Analysis books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Geostatistical Functional Data Analysis

Geostatistical Functional Data Analysis

File Size : 15,15 MB
Total View : 4671 Views
DOWNLOAD

Geostatistical Functional Data Analysis Explore the intersection between geostatistics and functional data analysis with this insightful new reference Geostatis

Geostatistical Functional Data Analysis

Geostatistical Functional Data Analysis

File Size : 72,72 MB
Total View : 4709 Views
DOWNLOAD

Geostatistical Functional Data Analysis Explore the intersection between geostatistics and functional data analysis with this insightful new reference Geostatis

Introduction to Functional Data Analysis

Introduction to Functional Data Analysis

File Size : 1,1 MB
Total View : 2911 Views
DOWNLOAD

Introduction to Functional Data Analysis provides a concise textbook introduction to the field. It explains how to analyze functional data, both at exploratory