Spatial modeling with R‐INLA: A review
Coming up with Bayesian models for spatial data is easy, but performing inference with them
can be challenging. Writing fast inference code for a complex spatial model with realistically …
can be challenging. Writing fast inference code for a complex spatial model with realistically …
A guide to Bayesian model checking for ecologists
Checking that models adequately represent data is an essential component of applied
statistical inference. Ecologists increasingly use hierarchical Bayesian statistical models in …
statistical inference. Ecologists increasingly use hierarchical Bayesian statistical models in …
Interrogation of the microenvironmental landscape in brain tumors reveals disease-specific alterations of immune cells
Brain malignancies encompass a range of primary and metastatic cancers, including low-
grade and high-grade gliomas and brain metastases (BrMs) originating from diverse …
grade and high-grade gliomas and brain metastases (BrMs) originating from diverse …
US fires became larger, more frequent, and more widespread in the 2000s
V Iglesias, JK Balch, WR Travis - Science advances, 2022 - science.org
Recent fires have fueled concerns that regional and global warming trends are leading to
more extreme burning. We found compelling evidence that average fire events in regions of …
more extreme burning. We found compelling evidence that average fire events in regions of …
Immune and genomic correlates of response to anti-PD-1 immunotherapy in glioblastoma
Immune checkpoint inhibitors have been successful across several tumor types; however,
their efficacy has been uncommon and unpredictable in glioblastomas (GBM), where< 10 …
their efficacy has been uncommon and unpredictable in glioblastomas (GBM), where< 10 …
The local microenvironment drives activation of neutrophils in human brain tumors
Neutrophils are abundant immune cells in the circulation and frequently infiltrate tumors in
substantial numbers. However, their precise functions in different cancer types remain …
substantial numbers. However, their precise functions in different cancer types remain …
Niche-specific reprogramming of epigenetic landscapes drives myeloid cell diversity in nonalcoholic steatohepatitis
Tissue-resident and recruited macrophages contribute to both host defense and pathology.
Multiple macrophage phenotypes are represented in diseased tissues, but we lack deep …
Multiple macrophage phenotypes are represented in diseased tissues, but we lack deep …
Inference from large sets of radiocarbon dates: software and methods
The last decade has seen the development of a range of new statistical and computational
techniques for analysing large collections of radiocarbon (14C) dates, often but not …
techniques for analysing large collections of radiocarbon (14C) dates, often but not …
Coactivator condensation at super-enhancers links phase separation and gene control
INTRODUCTION Mammalian genes that play prominent roles in healthy and diseased
cellular states are often controlled by special DNA elements called super-enhancers (SEs) …
cellular states are often controlled by special DNA elements called super-enhancers (SEs) …
[图书][B] Bayesian inference with INLA
V Gómez-Rubio - 2020 - taylorfrancis.com
The integrated nested Laplace approximation (INLA) is a recent computational method that
can fit Bayesian models in a fraction of the time required by typical Markov chain Monte …
can fit Bayesian models in a fraction of the time required by typical Markov chain Monte …