Results 101 to 110 of about 10,870,567 (191)

Spatio-temporal characteristics of Tuberculosis in Ghana [version 3; peer review: 1 approved, 2 approved with reservations]

F1000Research
Background Tuberculosis (TB) continues to be a prominent contributor to global mortality, standing as the second most fatal infectious disease and holding the seventh position among the top ten causes of death in Ghana.
Francis Kwame Bukari, Emmanuel A. Amikiya, Abdul-Karim Iddrisu   +2 more
doaj   +1 more source

State Space Models in R [PDF]

We give an overview of some of the software tools available in R, either as built- in functions or contributed packages, for the analysis of state space models.
Sonia Petrone, Giovanni Petris
core   +1 more source

A Censored Seasonal Trend Model for marine environmental time series with R-INLA [PDF]

In the context of global change, the analysis of marine environmental time series is crucial for detecting trends, seasonality, and critical threshold exceedances, thereby supporting decision-making. However, these series often present quantification limits (i.e.
Soudant, Dominique, Courbariaux, Marie, Reynaud, Yann   +2 more
openaire  

Aproximações de distribuições marginais a posteriori utilizando o método INLA [PDF]

, 2013
O uso da Estatística Bayesiana vem se tornando cada vez mais frequente, isso pois os modelos são mais intuitivos e em alguns casos apenas modelos Bayesianos obtêm sucesso (modelos de Teoria da Resposta ao Item por exemplo). O grande problema surge quando
Azevedo, Douglas Roberto Mesquita
core  

Bayesian hierarchical spatiotemporal modelling of tuberculosis—Human immunodeficiency virus co-infection in Ethiopia

Scientific African
Understanding the epidemiological patterns of tuberculosis-human immunodeficiency virus (TB-HIV) co-infection over space and time is crucial because it assists in identifying areas with high risks that need special control strategies.
Legesse Kassa Debusho, Leta Lencha Gemechu   +1 more
doaj   +1 more source

Estimating effects of ocean environmental conditions on summer flounder (Paralichthys dentatus) distribution using R-INLA

Abstract The spatial distribution of summer flounder (Paralichthys dentatus) in relative abundance in survey samples differs over time with changes in environmental factors, such as bottom depth, bottom salinity, bottom temperature and sea surface temperature (SST).
Samar Deen, Verena Jauss, Patrick Sullivan   +2 more
openaire   +1 more source

A primer on disease mapping and ecological regression using $${\texttt{INLA}}$$ [PDF]

, 2018
Spatial and spatio-temporal disease mapping models are widely used for the analysis of registry data and usually formulated in a hierarchical Bayesian framework. Explanatory variables can be included by a so-called ecological regression.
Held, Leonhard, Schrödle, Birgit
core  

Bayesian Spatial Joint Model for Disease Mapping of Zero-Inflated Data with R-INLA: A Simulation Study and an Application to Male Breast Cancer in Iran. [PDF]

Int J Environ Res Public Health, 2019
Asmarian N, Ayatollahi SMT, Sharafi Z, Zare N.   +3 more
europepmc   +1 more source

Modelos bayesianos para modelos geoestadísticos. Mapeo digital de suelos con R-INLA

, 2021
El mapeo digital de suelos (MDS) permite describir la variabilidad espacial de una propiedad edáfica. Utiliza modelos de predicción espacial que explican la relación que existe entre la variable de interés y covariables sitio-especificas. Entre los modelos estadísticos más incipientes en aplicaciones de MDS se encuentra la regresión bayesiana ajustada ...
openaire   +1 more source

Spatial Dependency in Methylation Data - A Bayesian Approach with R-INLA

, 2016
DNA methylation is a chemical process that regulates gene transcription and is known to interact with development and differentiation of the DNA. It affects almost exclusively CpG sites, and with the Illumina HumanMethylation$450$k BeadChip we are able to measure the methylation level for more than $450 000$ CpG sites in the human DNA. The locations of
openaire   +1 more source