Statistics for spatio-temporal data
Despite the flurry of relatively recent research activity in spatio-temporal statistics, there are no books on spatio-temporal statistical modeling that consider the modern hierarchal perspective.
Read More ↓Title Statements
- Full title :Statistics for spatio-temporal data / Noel Cressie, Christopher K. Wikle.
Summary
Despite the flurry of relatively recent research activity in spatio-temporal statistics, there are no books on spatio-temporal statistical modeling that consider the modern hierarchal perspective.
Read More ↓Edition Statements
- Publication Date:©2011.
Publication Statements
- Publisher(s):Wiley
- Place of Publication:Hoboken, N.J
- Language:eng
- Publication Date:©2011.
The Physical Object
- Description:xxii, 588 pages : : illustrations (some color), maps (some color) ; : 24 cm.
Edition Identifiers
- ISBN:9780471692744, 0471692743
- oclc:ocn650218760
- LC Classification:QA278.2
- Dewey Decimal:519.5
Table of Contents
Space-time : the next frontier -- Statistical preliminaries -- Fundamentals of temporal processes -- Fundamentals of spatial random processes -- Exploratory methods for spatio-temporal data -- Spatio-temporal statistical models -- Hierarchical dynamical spatio-temporal models -- Hierarchical DSTMs : implementation and inference -- Hierarchical DSTMs : examples.
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