Advances in dietary pattern analysis in nutritional epidemiology
Abstract Background and Purpose It used to be a common practice in the field of nutritional
epidemiology to analyze separate nutrients, foods, or food groups. However, in reality …
epidemiology to analyze separate nutrients, foods, or food groups. However, in reality …
New molecular diagnostic approaches to bacterial infections and antibacterial resistance
Recent advances in the field of infectious disease diagnostics have given rise to a number of
host-and pathogen-centered diagnostic approaches. Most diagnostic approaches in …
host-and pathogen-centered diagnostic approaches. Most diagnostic approaches in …
A new Bayesian factor analysis method improves detection of genes and biological processes affected by perturbations in single-cell CRISPR screening
Clustered regularly interspaced short palindromic repeats (CRISPR) screening coupled with
single-cell RNA sequencing has emerged as a powerful tool to characterize the effects of …
single-cell RNA sequencing has emerged as a powerful tool to characterize the effects of …
LFMM 2: fast and accurate inference of gene-environment associations in genome-wide studies
K Caye, B Jumentier, J Lepeule… - Molecular biology and …, 2019 - academic.oup.com
Gene-environment association (GEA) studies are essential to understand the past and
ongoing adaptations of organisms to their environment, but those studies are complicated by …
ongoing adaptations of organisms to their environment, but those studies are complicated by …
Large covariance estimation by thresholding principal orthogonal complements
The paper deals with the estimation of a high dimensional covariance with a conditional
sparsity structure and fast diverging eigenvalues. By assuming a sparse error covariance …
sparsity structure and fast diverging eigenvalues. By assuming a sparse error covariance …
Testing for associations between loci and environmental gradients using latent factor mixed models
Adaptation to local environments often occurs through natural selection acting on a large
number of loci, each having a weak phenotypic effect. One way to detect these loci is to …
number of loci, each having a weak phenotypic effect. One way to detect these loci is to …
Identification of molecular subtypes of gastric cancer with different responses to PI3-kinase inhibitors and 5-fluorouracil
Background & Aims Almost all gastric cancers are adenocarcinomas, which have
considerable heterogeneity among patients. We sought to identify subtypes of gastric …
considerable heterogeneity among patients. We sought to identify subtypes of gastric …
Model-based clustering
PD McNicholas - Journal of Classification, 2016 - Springer
The notion of defining a cluster as a component in a mixture model was put forth by
Tiedeman in 1955; since then, the use of mixture models for clustering has grown into an …
Tiedeman in 1955; since then, the use of mixture models for clustering has grown into an …
[LIVRE][B] Handbook of regression methods
DS Young - 2018 - taylorfrancis.com
Handbook of Regression Methods concisely covers numerous traditional, contemporary,
and nonstandard regression methods. The handbook provides a broad overview of …
and nonstandard regression methods. The handbook provides a broad overview of …
[LIVRE][B] Time series: modeling, computation, and inference
R Prado, M West - 2010 - taylorfrancis.com
Focusing on Bayesian approaches and computations using simulation-based methods for
inference, Time Series: Modeling, Computation, and Inference integrates mainstream …
inference, Time Series: Modeling, Computation, and Inference integrates mainstream …