Literature DB >> 18759375

EWMA smoothing and Bayesian spatial modeling for health surveillance.

Huafeng Zhou1, Andrew B Lawson.   

Abstract

In this paper a novel method for the monitoring of disease maps over time in a surveillance setting is described. The approach relies upon the use of a spatial model that is fitted to current spatial data and is smoothed with historical spatial estimates. The method of smoothing is a vector exponentially weighted moving average procedure. A simulation study with a range of scenarios is presented and finally a case study of monitoring infectious disease spread is presented.

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Year:  2008        PMID： 18759375     DOI： 10.1002/sim.3409

Source DB:  PubMed          Journal:  Stat Med        ISSN： 0277-6715            Impact factor:   2.373


  6 in total

1.  Prospective surveillance of multivariate spatial disease data.

Authors:  A Corberán-Vallet
Journal:  Stat Methods Med Res       Date:  2012-04-25       Impact factor: 3.021

2.  Conditional predictive inference for online surveillance of spatial disease incidence.

Authors:  Ana Corberán-Vallet; Andrew B Lawson
Journal:  Stat Med       Date:  2011-09-05       Impact factor: 2.373

3.  Probabilistic daily ILI syndromic surveillance with a spatio-temporal Bayesian hierarchical model.

Authors:  Ta-Chien Chan; Chwan-Chuen King; Muh-Yong Yen; Po-Huang Chiang; Chao-Sheng Huang; Chuhsing K Hsiao
Journal:  PLoS One       Date:  2010-07-16       Impact factor: 3.240

4.  A Bayesian spatio-temporal approach for real-time detection of disease outbreaks: a case study.

Authors:  Jian Zou; Alan F Karr; Gauri Datta; James Lynch; Shaun Grannis
Journal:  BMC Med Inform Decis Mak       Date:  2014-12-05       Impact factor: 2.796

5.  A Bayesian mixture modeling approach for public health surveillance.

Authors:  Areti Boulieri; James E Bennett; Marta Blangiardo
Journal:  Biostatistics       Date:  2020-07-01       Impact factor: 5.899

6.  Advances in linking wintering migrant birds to their breeding-ground origins using combined analyses of genetic and stable isotope markers.

Authors:  Amy A Chabot; Keith A Hobson; Steven L Van Wilgenburg; Gregory J McQuat; Stephen C Lougheed
Journal:  PLoS One       Date:  2012-08-20       Impact factor: 3.240
  6 in total

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