A joint Bayesian space–time model to integrate spatially misaligned air pollution data in R‐INLA-Reference-Cited by-同舟云学术

A joint Bayesian space–time model to integrate spatially misaligned air pollution data in R‐INLA

Published:2020-07-29 Issue:8 Volume:31 Page:
ISSN:1180-4009
Container-title:Environmetrics
language:en
Short-container-title:Environmetrics

Author:

Forlani C.¹^ORCID,Bhatt S.²^ORCID,Cameletti M.³^ORCID,Krainski E.⁴^ORCID,Blangiardo M.¹^ORCID

Affiliation:

1. MRC Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health Imperial College London London UK

2. Department of Infectious Disease Epidemiology, School of Public Health Imperial College London London UK

3. Department of Management, Economics and Quantitative Methods Università degli Studi di Bergamo Bergamo Italy

4. Department of Statistics Universidade Federal do Paraná Paraná Brazil

Funder

Medical Research Council Canada

Publisher

Wiley

Subject

Ecological Modeling,Statistics and Probability

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/env.2644

Reference55 articles.

1. A Method of Bivariate Interpolation and Smooth Surface Fitting for Irregularly Distributed Data Points

2. Fine particle components and health—a systematic review and meta-analysis of epidemiological time series studies of daily mortality and hospital admissions

3. BakkaH.2017. Predictions with iid effects ‐ binomial example: Building up the samples model component by model component. Retrieved from (https://haakonbakkagit.github.io/btopic112.html#64_alternative_way:_building_sup_the_samples_model_component_by_model_component).

4. Spatial and spatio-temporal point processes in ecological applications

5. A Spatio-Temporal Downscaler for Output From Numerical Models

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