Literature DB >> 23991246

Bayesian Modeling for Large Spatial Datasets.

Sudipto Banerjee1, Montserrat Fuentes.   

Abstract

Entities:  

Year:  2012        PMID： 23991246      PMCID： PMC3752920          DOI： 10.1002/wics.187

Source DB:  PubMed          Journal:  Wiley Interdiscip Rev Comput Stat        ISSN： 1939-0068


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  8 in total

1.  Spatial Modelling Using a New Class of Nonstationary Covariance Functions.

Authors:  Christopher J Paciorek; Mark J Schervish
Journal:  Environmetrics       Date:  2006       Impact factor: 1.900

2.  Approximate likelihood for large irregularly spaced spatial data.

Authors:  Montserrat Fuentes
Journal:  J Am Stat Assoc       Date:  2007-03       Impact factor: 5.033

3.  Hierarchical models facilitate spatial analysis of large data sets: a case study on invasive plant species in the northeastern United States.

Authors:  A M Latimer; S Banerjee; H Sang; E S Mosher; J A Silander
Journal:  Ecol Lett       Date:  2009-02       Impact factor: 9.492

4.  Computational Techniques for Spatial Logistic Regression with Large Datasets.

Authors:  Christopher J Paciorek
Journal:  Comput Stat Data Anal       Date:  2007-05-01       Impact factor: 1.681

5.  spBayes: An R Package for Univariate and Multivariate Hierarchical Point-referenced Spatial Models.

Authors:  Andrew O Finley; Sudipto Banerjee; Bradley P Carlin
Journal:  J Stat Softw       Date:  2007-04       Impact factor: 6.440

6.  Hierarchical Spatial Process Models for Multiple Traits in Large Genetic Trials.

Authors:  Sudipto Banerjee; Andrew O Finley; Patrik Waldmann; Tore Ericsson
Journal:  J Am Stat Assoc       Date:  2010-06-01       Impact factor: 5.033

7.  Improving the performance of predictive process modeling for large datasets.

Authors:  Andrew O Finley; Huiyan Sang; Sudipto Banerjee; Alan E Gelfand
Journal:  Comput Stat Data Anal       Date:  2009-06-15       Impact factor: 1.681

8.  Gaussian predictive process models for large spatial data sets.

Authors:  Sudipto Banerjee; Alan E Gelfand; Andrew O Finley; Huiyan Sang
Journal:  J R Stat Soc Series B Stat Methodol       Date:  2008-09-01       Impact factor: 4.488
  8 in total
  4 in total

1.  The effect of case management and vector-control interventions on space-time patterns of malaria incidence in Uganda.

Authors:  Julius Ssempiira; John Kissa; Betty Nambuusi; Carol Kyozira; Damian Rutazaana; Eddie Mukooyo; Jimmy Opigo; Fredrick Makumbi; Simon Kasasa; Penelope Vounatsou
Journal:  Malar J       Date:  2018-04-12       Impact factor: 2.979

2.  Interactions between climatic changes and intervention effects on malaria spatio-temporal dynamics in Uganda.

Authors:  Julius Ssempiira; John Kissa; Betty Nambuusi; Eddie Mukooyo; Jimmy Opigo; Fredrick Makumbi; Simon Kasasa; Penelope Vounatsou
Journal:  Parasite Epidemiol Control       Date:  2018-04-26

3.  Effect of Free Healthcare Policy for Children under Five Years Old on the Incidence of Reported Malaria Cases in Burkina Faso by Bayesian Modelling: "Not only the Ears but also the Head of the Hippopotamus".

Authors:  Mady Ouédraogo; Toussaint Rouamba; Sékou Samadoulougou; Fati Kirakoya-Samadoulougou
Journal:  Int J Environ Res Public Health       Date:  2020-01-08       Impact factor: 3.390

4.  Severe-malaria infection and its outcomes among pregnant women in Burkina Faso health-districts: Hierarchical Bayesian space-time models applied to routinely-collected data from 2013 to 2018.

Authors:  Toussaint Rouamba; Sekou Samadoulougou; Halidou Tinto; Victor A Alegana; Fati Kirakoya-Samadoulougou
Journal:  Spat Spatiotemporal Epidemiol       Date:  2020-02-15
  4 in total

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