搜索页_ Integrated Nested Laplace (INLA) Bayesian approach

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Elsevier电子期刊(16)

在“Elsevier电子期刊”中，命中：16条，耗时：小于0.01 秒

在所有数据库中总计命中：30条

1.Multivariate poisson lognormal modeling of crashes by type and severity on rural two lane highways

作者：Kai Wang^a ; ^{kai.wang@uconn.edu} ; John N. Ivan^b ; ^{john.ivan@uconn.edu} ; Nalini Ravishanker^c ; ^{nalini.ravishanker@uconn.edu} ; Eric Jackson^d ; ^{eric.d.jackson@uconn.edu}

关键词：Multivariate Poisson Lognormal (MVPLN) model ; Integrated Nested Laplace (INLA) Bayesian approach ; Rural two-lane highways ; Crash type models ; Crash severity models

刊名：Accident Analysis & Prevention

出版年：2017

2.Bayesian spatial modelling of soil properties and their uncertainty: The example of soil organic matter in Scotland using R-INLA

作者：Laura Poggio^a ; ^{laura.poggio@hutton.ac.uk" class="auth_mail" title="E-mail the corresponding author} ; Alessandro Gimona^a ; Luigi Spezia^b ; Mark J. Brewer^b

关键词：Bayesian inference ; remote sensing ; soil properties mapping ; uncertainty propagation

刊名：Geoderma

出版年：2016

3.Spatial and socio-economic effects on malaria morbidity in children under 5 years in Malawi in 2012

作者：Simangaliso Chitunhu ; ^{simangachitunhu@gmail.com" class="auth_mail" title="E-mail the corresponding author} ; Eustasius Musenge ^{Eustasius.Musenge@wits.ac.za" class="auth_mail" title="E-mail the corresponding author}

关键词：CAR ; conditional autoregressive model ; CI ; Credible Interval ; DHS ; Demographic and Health Survey ; DIC ; deviance information criterion ; DST ; Department of Science and Technology ; EA ; enumeration area ; EVI ; enhanced vegetation index ; GMRF ; Gaussian Markov Random Fields ; GIS ; geographical information system ; GLM ; generalised linear model ; INLA ; integrated nested laplace approximation ; ITN ; insecticide insecticide-treated bed nets ; MCMC ; Markov chain Monte Carlo ; MH ; Metropolis&ndash ; Hastings ; MIS

刊名：Spatial and Spatio-temporal Epidemiology

出版年：2016

4.Breast and prostate cancer mortality and industrial pollution

关键词：Breast cancer ; Prostate cancer ; Industrial pollution ; BYM model ; INLA ; PRTR register

刊名：Environmental Pollution

出版年：2016

5.Comparing INLA and OpenBUGS for hierarchical Poisson modeling in disease mapping

作者：R. Carroll^a ; ^{mosra@musc.edu" class="auth_mail" title="E-mail the corresponding author} ; A.B. Lawson^a ; C. Faes^b ; R.S. Kirby^c ; M. Aregay^a ; K. Watjou^b

关键词：Bayesian ; Spatial ; Integrated Nested Laplace Approximation ; BRugs ; Poisson ; MCMC

刊名：Spatial and Spatio-temporal Epidemiology

出版年：2015

6.Analysis of massive marked point patterns with stochastic partial differential equations

作者：Virgilio Gó ; mez-Rubio^a ; ^{Virgilio.Gomez@uclm.es" class="auth_mail" title="E-mail the corresponding author} ; Michela Cameletti^b ; ^{michela.cameletti@unibg.it" class="auth_mail" title="E-mail the corresponding author} ; Francesco Finazzi^b ; ^{francesco.finazzi@unibg.it" class="auth_mail" title="E-mail the corresponding author}

关键词：INLA ; Matè ; rn spatial covariance function ; Tornados

刊名：Spatial Statistics

出版年：2015

7.A changepoint analysis of spatio-temporal point processes

作者：Linda Altieri^a ; ^{linda.altieri@unibo.it" class="auth_mail" title="E-mail the corresponding author} ; E. Marian Scott^b ; Daniela Cocchi^a ; Janine B. Illian^c ; ^d

关键词：Spatio-temporal point processes ; Changepoint analysis ; INLA ; Radioactive particle data

刊名：Spatial Statistics

出版年：2015

8.The use of Bayesian inference to inform the surveillance of temperature-related occupational morbidity in Ontario, Canada, 2004-2010

作者：Melanie Fortune^a ; ^b ; ¹ ; ^{mfortune@iwh.on.ca" class="auth_mail} ; Cameron Mustard^a ; ^c ; ^{cmustard@iwh.on.ca" class="auth_mail} ; Patrick Brown^d ; ^c ; ^{patrick.brown@utoronto.ca" class="auth_mail}

关键词：CI ; credible interval ; ICD-10-CA ; Canadian implementation of the International Classification of Diseases ; 10th Revision ; FTE ; full-time equivalent ; IQR ; interquartile range ; O3 ; ozone ; NOx ; nitric oxides ; PM2.5 ; particulate matter smaller than 2.5 ; 渭m in diameter ; CO ; carbon monoxide ; SO2 ; sulfur dioxide ; MCMC ; Markov Chain Monte Carlo ; INLA ; Integrated Nested Laplace Approximations.

刊名：Environmental Research

出版年：July 2014

9.Spatial and spatio-temporal models with R-INLA

作者：Marta Blangiardo ; Michela Cameletti ; Gianluca Baio ; H氓vard Rue

关键词：Integrated Nested Laplace Approximation ; Stochastic Partial Differential Equation approach ; Bayesian approach ; Area-level data ; Point-level data

刊名：Spatial and Spatio-temporal Epidemiology

出版年：December, 2013

10.Bayesian analysis of zero inflated spatiotemporal HIV/TB child mortality data through the INLA and SPDE approaches: Applied to data observed between 1992 and 2010 in rural North East South Africa

作者：Eustasius Musenge^a ; ^b ; ^{Eustasius.Musenge@wits.ac.za} ; Tobias Freeman Chirwa^b ; Kathleen Kahn^a ; ^d ; ^e ; Penelope Vounatsou^c

关键词：GMRF ; Big &ldquo ; N&rdquo ; Zero inflated ; INLA SPDE ; HIV/TB mortality ; Spatiotemporal ; Agincourt South Africa

刊名：International Journal of Applied Earth Observation and Geoinformation

出版年：2013

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