Science-Based Spatiotemporal Statistics

Science-Based Spatiotemporal Statistics

Author: Hwa-Lung Yu

Publisher: CRC Press

ISBN: 1482238039

Category:

Page: 350

View: 953

Download Now →

This book provides an introduction to the theoretical development and practical methodology of the so-called science-based spatiotemporal statistics. The book capitalizes on the significance of integrating different knowledge sources (physical, ecological, health, and social) into formal spatiotemporal statistics and provides an array of practical procedures for incorporating these sources into composite space-time analysis, modeling, and estimation/prediction.
Science-Based Spatiotemporal Statistics
Language: en
Pages: 350
Authors: Hwa-Lung Yu, George Christakos
Categories:
Type: BOOK - Published: 2017-06-01 - Publisher: CRC Press

This book provides an introduction to the theoretical development and practical methodology of the so-called science-based spatiotemporal statistics. The book capitalizes on the significance of integrating different knowledge sources (physical, ecological, health, and social) into formal spatiotemporal statistics and provides an array of practical procedures for incorporating these sources into
Statistics for Spatio-Temporal Data
Language: en
Pages: 624
Authors: Noel Cressie, Christopher K. Wikle
Categories: Mathematics
Type: BOOK - Published: 2015-11-02 - Publisher: John Wiley & Sons

Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes, bridging classic ideas with modern hierarchical statistical modeling concepts and the latest computational methods Noel Cressie and Christopher K. Wikle, are also winners of the 2011 PROSE Award in the Mathematics category, for the book “Statistics for Spatio-Temporal
Spatio-Temporal Statistics with R
Language: en
Pages: 380
Authors: Christopher K. Wikle, Andrew Zammit-Mangion, Noel Cressie
Categories: Mathematics
Type: BOOK - Published: 2019-02-18 - Publisher: CRC Press

The world is becoming increasingly complex, with larger quantities of data available to be analyzed. It so happens that much of these "big data" that are available are spatio-temporal in nature, meaning that they can be indexed by their spatial locations and time stamps. Spatio-Temporal Statistics with R provides an
Geospatial Analysis of Environmental Health
Language: en
Pages: 498
Authors: Juliana A. Maantay, Sara McLafferty
Categories: Medical
Type: BOOK - Published: 2011-03-18 - Publisher: Springer Science & Business Media

This book focuses on a range of geospatial applications for environmental health research, including environmental justice issues, environmental health disparities, air and water contamination, and infectious diseases. Environmental health research is at an exciting point in its use of geotechnologies, and many researchers are working on innovative approaches. This book
Statistics for Spatio-Temporal Data
Language: en
Pages: 624
Authors: Noel Cressie, Christopher K. Wikle
Categories: Mathematics
Type: BOOK - Published: 2015-11-02 - Publisher: John Wiley & Sons

Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes,bridging classic ideas with modern hierarchical statisticalmodeling concepts and the latest computational methods Noel Cressie and Christopher K. Wikle, are also winnersof the 2011 PROSE Award in the Mathematics category, for thebook “Statistics for Spatio-Temporal Data” (2011),published by John