Integrated Nested Laplace Approximation Inla | List of Frontiers open access articles

Brief Research Report

Published on 29 Apr 2026

Application of integrated nested Laplace approximation to identify hot spots of methylation heterogeneity in healthy individuals from the MAMELI cohort

in Computational Genomics

Tiago Nardi
Eva Dariol
Rachele Matsagani
Donya Zojaji
Stefano Gustincich
Luca Pandolfini
Elia Biganzoli
Valentina Bollati

Frontiers in Genetics

doi 10.3389/fgene.2026.1787544

560 views

Original Research

Published on 22 Jan 2025

Spatiotemporal models with confounding effects: application on under-five mortality across four sub-Saharan African countries

in Children and Health

Haile Mekonnen Fenta
Ding-Geng Chen
Temesgen T. Zewotir
Najmeh Nakhaei Rad

Frontiers in Public Health

doi 10.3389/fpubh.2025.1408680

3,050 views
4 citations

Original Research

Published on 27 Jun 2025

Spatial disparities of antenatal care utilization among pregnant women in sub-Saharan Africa—Bayesian geo-additive modelling approach

in Life-Course Epidemiology and Social Inequalities in Health

Denekew Bitew Belay
Haile Mekonnen Fenta
Nigussie Adam Birhan
Najmeh Nakhaei Rad
Ding-Geng Chen

Frontiers in Public Health

doi 10.3389/fpubh.2025.1517724

3,844 views
4 citations

Original Research

Published on 22 Aug 2022

Spatiotemporal analysis of regional TIA trends

in Stroke

Andrew Kawai
Samuel Hui
Richard Beare
Velandai K. Srikanth
Vijaya Sundararajan
Henry Ma
Thanh G. Phan

Frontiers in Neurology

doi 10.3389/fneur.2022.983512

3,103 views
8 citations

Technology and Code

Published on 19 Oct 2022

Small area disease mapping of cancer incidence in British Columbia using Bayesian spatial models and the smallareamapp R Package

in Cancer Epidemiology and Prevention

Jonathan Simkin
Trevor J. B. Dummer
Anders C. Erickson
Michael C. Otterstatter
Ryan R. Woods
Gina Ogilvie

Frontiers in Oncology

doi 10.3389/fonc.2022.833265

8,161 views
12 citations

Original Research

Published on 01 Jun 2023

Climate variability, socio-economic conditions and vulnerability to malaria infections in Mozambique 2016–2018: a spatial temporal analysis

in Infectious Diseases: Epidemiology and Prevention

Chaibo Jose Armando
Joacim Rocklöv
Mohsin Sidat
Yesim Tozan
Alberto Francisco Mavume
Aditi Bunker
Maquins Odhiambo Sewes

Frontiers in Public Health

doi 10.3389/fpubh.2023.1162535

11,413 views
21 citations

Articles

Application of integrated nested Laplace approximation to identify hot spots of methylation heterogeneity in healthy individuals from the MAMELI cohort

Spatiotemporal models with confounding effects: application on under-five mortality across four sub-Saharan African countries

Spatial disparities of antenatal care utilization among pregnant women in sub-Saharan Africa—Bayesian geo-additive modelling approach

Spatiotemporal analysis of regional TIA trends

Small area disease mapping of cancer incidence in British Columbia using Bayesian spatial models and the smallareamapp R Package

Climate variability, socio-economic conditions and vulnerability to malaria infections in Mozambique 2016–2018: a spatial temporal analysis