This book presents a unified approach to modelling functional data when spatial and spatio-temporal correlations are present. The editors link together for the first time 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. Leading experts in the field, the Editors have put together a collection of chapters covering state-of-the-art methods in this area. The individual chapters combine formal statements of the results including mathematical proofs with informal and naïve statements of classical and new results.This book serves the scientific community to know what has been done so far, and to know what type of open questions need of future answers. After an introduction and brief overview, the book includes the following: A detailed exposition of the spatial kriging methodology when dealing with functions. A detailed exposition of more classical statistical techniques already adapted to the functional case and now extended in the right way to handle spatial correlations. Learning ANOVA, regression, clustering methods is crucial for a correct use of the statistical methods when the spatial correlation is present among a collection of curves sampled in a region. A thorough guide to understanding similarities and differences between spatio-temporal data analysis and functional data analysis. The reader will be guided in terms of modelling and computational issues. The information here allows the reader not only to fully understand kriging methods, but to use the most innovative functional methods adapted to spatially correlated functions, to deal with spatio-temporal datasets from a functional perspective, and to being able to handle massive databases from a more computational perspective. This book provides a complete an 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.
Timberlake website Another useful website is www.timberlake.co.uk. Timberlake Consultants is a statistical consultancy company that also distributes and ...
Timberlake, E. M., Farber, M. Z., & Sabatino, C. A. (2002). The general method of social work practice (4th ed.). Boston: Allyn & Bacon. Timberlake, E. M. ...
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... is much higher than in the United States, with the prevalence in France being perhaps the highest (Heuveline and Timberlake 2004; Toulemon 1997).
HENRY TIMBERLAKE'S CHEROKEE WAR SONG 1. That Timberlake's memoir contains the first English translation of the words of a Native American song seems to have ...
But Timberlake seems to have had a bit more literary sensitivity - suggested by his translation of the Cherokee war song in his memoirs - than these earlier ...
Timberlake , Michael . 1985. " The World System Perspective and Urbanization . ” In Michael Timberlake ( ed . ) , Urbanization in the World Economy , 3-4 .
The poor tend to live in dwellings that are structurally unsuited to withstand the impact of environmental extremes (Wijkman and Timberlake 1984, pp.
To display and share his discoveries, in 1940 Johnson built the Timberlake Museum on his farm. It remained open to the public during the summer and for ...