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Efficient modeling of spatial extremes over large geographical domains
Various natural phenomena exhibit spatial extremal dependence at short spatial distances.
However, existing models proposed in the spatial extremes literature often assume that …
However, existing models proposed in the spatial extremes literature often assume that …
Computationally Scalable Bayesian SPDE Modeling for Censored Spatial Responses
Observations of groundwater pollutants, such as arsenic or Perfluorooctane sulfonate
(PFOS), are riddled with left censoring. These measurements have impact on the health and …
(PFOS), are riddled with left censoring. These measurements have impact on the health and …
To impute or to adapt? Model specification tests' perspective
We study the problem of testing a wide range of statistical hypotheses under the assumption
of the sample being randomly right-censored. As an alternative to the classical approach …
of the sample being randomly right-censored. As an alternative to the classical approach …
Syndemic Geographic Patterns of Cancer Types in a Health Deprived Area of England: a new Paradigm for Public Health Cancer Interventions?
C Jones, T Keegan, A Knox, A Birtle, JA Mendes… - medRxiv, 2024 - medrxiv.org
Cancer poses a significant public health challenge, and accurate tools are crucial for
effective intervention, especially in high-risk areas. The North West of England, historically …
effective intervention, especially in high-risk areas. The North West of England, historically …
Bias correction for nonignorable missing counts of areal HIV new diagnosis
Public health data, such as HIV new diagnoses, are often left‐censored due to confidentiality
issues. Standard analysis approaches that assume censored values as missing at random …
issues. Standard analysis approaches that assume censored values as missing at random …