Olatunji Johnson

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All published works

Action	Title	Year	Authors
+ PDF Chat	Accounting for Multiple Covariates in Non-Stationary Geostatistical Modelling	2024	Olatunji Johnson Bedilu Alamirie Ejigu Ezra Gayawan
+	Understanding the importance of spatial correlation in identifying spatio-temporal variation of disease risk, in the case of malaria risk mapping in southern Ethiopia	2023	Yonas Kitawa Olatunji Johnson Emanuele Giorgi Zeytu Gashaw Asfaw
+ PDF Chat	Structural factors associated with SARS-CoV-2 infection risk in an urban slum setting in Salvador, Brazil: A cross-sectional survey	2022	Mariam O. Fofana Nívison Nery Juan P. Aguilar Ticona Emília Maria Medeiros de Andrade Belitardo Renato Victoriano Rôsangela O. Anjos Moyra Machado Portilho Mayara C. de Santana Laiara Lopes dos Santos Daiana de Oliveira
+ PDF Chat	Spatial variation and inequities in antenatal care coverage in Kenya, Uganda and mainland Tanzania using model-based geostatistics: a socioeconomic and geographical accessibility lens	2022	Peter M. Macharia Noel K. Joseph Gorrette Nalwadda Beatrice Mwilike Aduragbemi Banke‐Thomas Lenka Beňová Olatunji Johnson
+	Structural factors contributing to SARS-CoV-2 infection risk in the urban slum setting	2022	Mariam O. Fofana Nívison Nery Juan P. Aguilar Ticona Emilia M.M.A. Belitardo Renato Victoriano Rôsangela O. Anjos Moyra Machado Portilho Mayara C. de Santana Laiara Lopes dos Santos Daiana de Oliveira
+ PDF Chat	MBGapp: A Shiny application for teaching model-based geostatistics to population health scientists	2021	Olatunji Johnson Claudio Fronterrè Peter J. Diggle Benjamin Amoah Emanuele Giorgi
+	Spatially Discrete Approximation to Log-Gaussian Cox Processes for Aggregated Disease Count Data [R package SDALGCP version 0.4.0]	2021	Olatunji Johnson Emanuele Giorgi Peter J. Diggle
+ PDF Chat	A spatially discrete approximation to log‐Gaussian Cox processes for modelling aggregated disease count data	2019	Olatunji Johnson Peter J. Diggle Emanuele Giorgi

Common Coauthors

Coauthor	Papers Together
Emanuele Giorgi	4
Peter J. Diggle	3
Moyra Machado Portilho	2
Albert I. Ko	2
Mariam O. Fofana	2
Derek A. T. Cummings	2
Daiana de Oliveira	2
Nívison Nery	2
Juan P. Aguilar Ticona	2
Rosângela O Anjos	2
Renato Victoriano	2
Guilherme S. Ribeiro	2
Matt D.T. Hitchings	2
Elsio A. Wunder	2
Mayara C. de Santana	2
Jaqueline S. Cruz	2
Mitermayer Galvão dos Reis	2
Ricardo Khouri	2
Federico Costa	2
Laiara Lopes dos Santos	2
Ezra Gayawan	1
Emilia M.M.A. Belitardo	1
Benjamin Amoah	1
Zeytu Gashaw Asfaw	1
Aduragbemi Banke‐Thomas	1
Bedilu Alamirie Ejigu	1
Lenka Beňová	1
Emília Maria Medeiros de Andrade Belitardo	1
Beatrice Mwilike	1
Peter M. Macharia	1
Gorrette Nalwadda	1
Claudio Fronterrè	1
Yonas Shuke kitawa	1
M. Cate Muencker	1
Noel K. Joseph	1
M. Catherine Muenker	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Monte Carlo Maximum Likelihood in Model-Based Geostatistics	2004	Olé F. Christensen	3
+ PDF Chat	<b>PrevMap</b>: An <i>R</i> Package for Prevalence Mapping	2017	Emanuele Giorgi Peter J. Diggle	3
+ PDF Chat	Seroprevalence of SARS-CoV-2 in slums versus non-slums in Mumbai, India	2020	Anup Malani Daksha Shah Gagandeep Kang Gayatri Nair Lobo Jayanthi Shastri Manoj Mohanan Rajesh Jain Sachee Agrawal Sandeep Juneja Sofia Imad	2
+ PDF Chat	An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach	2011	Finn Lindgren Håvard Rue Johan Lindström	2
+	Bayesian image restoration, with two applications in spatial statistics	1991	Julian Besag Jeremy York Annie Molli�	2
+	Spatial and Spatio-Temporal Log-Gaussian Cox Processes: Extending the Geostatistical Paradigm	2013	Peter J. Diggle Paula Moraga Barry Rowlingson Benjamín M. Taylor	2
+ PDF Chat	Role of social networks in shaping disease transmission during a community outbreak of 2009 H1N1 pandemic influenza	2011	Simon Cauchemez Achuyt Bhattarai Tiffany Marchbanks Ryan Fagan Stephen M. Ostroff Neil M. Ferguson David L. Swerdlow Samir V. Sodha Mària E. Moll Frederick J. Angulo	2
+	Spatial Interaction and the Statistical Analysis of Lattice Systems	1974	Julian Besag	2
+	Bayesian Inference and Data Augmentation Schemes for Spatial, Spatiotemporal and Multivariate Log-Gaussian Cox Processes in<i>R</i>	2015	Benjamín M. Taylor Tilman M. Davies Barry Rowlingson Peter J. Diggle	2
+ PDF Chat	Using non-exceedance probabilities of policy-relevant malaria prevalence thresholds to identify areas of low transmission in Somalia	2018	Emanuele Giorgi Ali Abdirahman Osman Abdikarin Hussein Hassan Abdi Ali Faisa Ibrahim Jamal Ghilan Hefzullah Amran Abdisalan M. Noor Robert W. Snow	2
+	Impact of preexisting dengue immunity on Zika virus emergence in a dengue endemic region	2019	Isabel Rodríguez-Barraquer Federico Costa Eduardo J. M. Nascimento Nívison Nery Priscila M. S. Castanha Gielson Almeida do Sacramento Jaqueline S. Cruz Mayara Carvalho Daiana De Olivera José E. Hagan	2
+ PDF Chat	A spatially discrete approximation to log‐Gaussian Cox processes for modelling aggregated disease count data	2019	Olatunji Johnson Peter J. Diggle Emanuele Giorgi	2
+ PDF Chat	Slum Health: Arresting COVID-19 and Improving Well-Being in Urban Informal Settlements	2020	Jason Corburn David Vlahov Blessing Mberu Lee W. Riley Waleska Teixeira Caiaffa Sabina Faiz Rashid Albert I. Ko Sheela Patel Smurti Jukur Eliana Martínez‐Herrera	2
+ PDF Chat	Targeting the World’s Slums as Fat Tails in the Distribution of COVID-19 Cases	2020	Robert M. Buckley	2
+	Susceptibility to SARS-CoV-2 Infection Among Children and Adolescents Compared With Adults	2020	Russell Viner Oliver Mytton Chris Bonell G. J. Meléndez‐Torres Joseph Ward Lee Hudson Claire S. Waddington James Thomas Simon Russell Fiona van der Klis	2
+ PDF Chat	COVID-19 among the inhabitants of the slums in the city of Buenos Aires: a population-based study	2021	Alejandro Macchia Daniel Ferrante Gabriel Battistella Javier Mariani Fernán Gonzalez Bernaldo de Quirós	2
+ PDF Chat	Mobility Patterns During COVID-19 Travel Restrictions in Nairobi Urban Informal Settlements: Who Is Leaving Home and Why	2021	Jessie Pinchoff Cara Kraus-Perrotta Karen Austrian James B. Tidwell Timothy Abuya Daniel Mwanga Beth Kangwana Rhoune Ochako Eva Muluve Faith Mbushi	2
+ PDF Chat	High seroprevalence of COVID-19 infection in a large slum in South India; what does it tell us about managing a pandemic and beyond?	2021	Carolin Elizabeth George Leeberk Raja Inbaraj Sindhulina Chandrasingh Luc de Witte	2
+	Spatial dynamics of the COVID-19 pandemic in Brazil	2021	Révia Ribeiro Castro R. S. C. Santos George Jó Bezerra Sousa Yago Tavares Pinheiro R. R. I. M. Martins Maria Lúcia Duarte Pereira R. A. R. Silva	2
+	Effect of socioeconomic inequalities and vulnerabilities on health-system preparedness and response to COVID-19 in Brazil: a comprehensive analysis	2021	Rudi Rocha Rifat Atun Adriano Massuda Beatriz Rache Paula Spinola Letícia Nunes Miguel Lago Márcia C. Castro	2
+ PDF Chat	Socioeconomic status determines COVID-19 incidence and related mortality in Santiago, Chile	2021	Gonzalo E. Mena Pamela P. Martinez Ayesha S. Mahmud Pablo A. Marquet Caroline O. Buckee Mauricio Santillana	2
+	Model building and assessment of the impact of covariates for disease prevalence mapping in low-resource settings: to explain and to predict	2021	Emanuele Giorgi Claudio Fronterrè Peter M. Macharia Victor A. Alegana Robert W. Snow Peter J. Diggle	2
+ PDF Chat	Willingness to Get the COVID-19 Vaccine among Residents of Slum Settlements	2021	Juan P. Aguilar Ticona Nívison Nery Renato Victoriano Mariam O. Fofana Guilherme S. Ribeiro Emanuele Giorgi Mitermayer Galvão dos Reis Albert I. Ko Federico Costa	2
+	Seroprevalence of anti-SARS-CoV-2 IgG at the first epidemic peak in French Guiana, July 2020	2021	Claude Flamand Christelle Alves Sarmento Antoine Enfissi Sarah Bailly Emmanuel Beillard Mélanie Gaillet Céline Michaud V. Servas Nathalie Clément Anaïs Perilhou	2
+ PDF Chat	Effects of meteorological factors on epidemic malaria in Ethiopia: a statistical modelling approach based on theoretical reasoning	2004	Tarekegn A. Abeku Sake J. de Vlas G. J. J. M. Borsboom A. TADEGE Y. GEBREYESUS H. GEBREYOHANNES Desta Alamirew Amare Seifu N Nagelkerke J. Dik F. Habbema	1
+ PDF Chat	Identifying clusters in Bayesian disease mapping	2014	Craig Anderson Duncan Lee Nema Dean	1
+	Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations	2009	Håvard Rue Sara Martino Nicolás Chopin	1
+	Geostatistical analysis of binomial data: generalised linear or transformed Gaussian modelling?	2013	Michelle C. Stanton Peter J. Diggle	1
+	Model Selection For Geostatistical Models	2006	Jennifer A. Hoeting Richard A. Davis Andrew A. Merton Sandra E. Thompson	1
+ PDF Chat	Improved prediction accuracy for disease risk mapping using Gaussian process stacked generalization	2017	Samir Bhatt Ewan Cameron Seth Flaxman Daniel J. Weiss David L. Smith Peter W. Gething	1
+ PDF Chat	Continuous Inference for Aggregated Point Process Data	2018	Benjamín M. Taylor Ricardo Andrade-Pacheco Hugh J. W. Sturrock	1
+	Gaussian Markov Random Fields	2005	Håvard Rue Leonhard Held	1
+ PDF Chat	Web Application Teaching Tools for Statistics Using R and Shiny	2016	Jimmy A. Doi G. L. Potter Jimmy Wong IRVIN ALCARAZ Peter Chi	1
+	Comparison of new computational methods for geostatistical modelling of malaria	2023	Spencer Wong Jennifer A. Flegg Nick Golding Sevvandi Kandanaarachchi	1
+ PDF Chat	Using Interactive<i>Shiny</i>Applications to Facilitate Research-Informed Learning and Teaching	2018	Lee Fawcett	1
+ PDF Chat	Spatio-temporal modelling of weekly malaria incidence in children under 5 for early epidemic detection in Mozambique	2018	Kathryn Colborn Emanuele Giorgi Andrew J. Monaghan Eduardo Samo Gudo Baltazar Candrinho Tatiana Marrufo James Colborn	1
+ PDF Chat	Getting Real Statistics into all Curriculum Subject Areas: Can Technology Make this a Reality?	2013	James Nicholson Jim Ridgway Sean McCusker	1
+ PDF Chat	National and sub-national variation in patterns of febrile case management in sub-Saharan Africa	2018	Victor A. Alegana Joseph Maina Paul Ouma Peter M. Macharia Jim A. Wright Peter M. Atkinson Emelda A. Okiro Robert W. Snow Andrew J. Tatem	1
+	Some Statistical Methods Connected with Series of Events	1955	David R. Cox	1
+ PDF Chat	Space-time modelling of monthly malaria incidence for seasonal associated drivers and early epidemic detection in Southern Ethiopia	2023	Yonas Shuke Kitawa Zeytu Gashaw Asfaw	1
+ PDF Chat	Geostatistical Methods for Disease Mapping and Visualisation Using Data from Spatio‐temporally Referenced Prevalence Surveys	2018	Emanuele Giorgi Peter J. Diggle Robert W. Snow Abdisalan M. Noor	1
+	The indirect impact of COVID-19 pandemic on inpatient admissions in 204 Kenyan hospitals: An interrupted time series analysis	2021	Steven Wambua Lucas Malla George Mbevi Amen-Patrick Nwosu Timothy Tuti Chris Paton Samuel Cheburet Ayub Manya Mike English Emelda A. Okiro	1
+ PDF Chat	On the Convergence of Monte Carlo Maximum Likelihood Calculations	1994	Charles J. Geyer	1
+ PDF Chat	A mixture model to estimate SARS-CoV-2 seroprevalence in Chennai, India	2022	Matt D.T. Hitchings Eshan U. Patel Rifa Khan Aylur K. Srikrishnan Mark G. Anderson Karan Sanjay Kumar Amy Wesolowski Hussain Syed Iqbal Mary A. Rodgers Shruti H. Mehta	1
+ PDF Chat	Routine data for malaria morbidity estimation in Africa: challenges and prospects	2020	Victor A. Alegana Emelda A. Okiro Robert W. Snow	1
+ PDF Chat	Model-Based Geostatistics for Prevalence Mapping in Low-Resource Settings	2016	Peter J. Diggle Emanuele Giorgi	1
+	<b>CARBayes</b>: An<i>R</i>Package for Bayesian Spatial Modeling with Conditional Autoregressive Priors	2013	Duncan Lee	1
+ PDF Chat	Seroprevalence of anti-SARS-CoV-2 IgG antibodies in Geneva, Switzerland (SEROCoV-POP): a population-based study	2020	Silvia Stringhini Ania Wisniak Giovanni Piumatti Andrew S. Azman Stephen A. Lauer Hélène Baysson David De Ridder Dušan Petrović Stephanie Schrempft Kailing Marcus	1
+	<b>spBayes</b>: An<i>R</i>Package for Univariate and Multivariate Hierarchical Point-referenced Spatial Models	2007	Andrew O. Finley Sudipto Banerjee Bradley P. Carlin	1
+ PDF Chat	An Adaptive Spatiotemporal Smoothing Model for Estimating Trends and Step Changes in Disease Risk	2016	Alastair Rushworth Duncan Lee Christophe Sarran	1