(Q38126836)

29 August 2017

Deciphering the complex: methodological overview of statistical models to derive OMICS-based biomarkers (English)

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29 August 2017

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Marc Chadeau-Hyam

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29 August 2017

Gianluca Campanella

2

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Benoit Liquet

object named as

Benoit Liquet

7

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Leonardo Bottolo

object named as

Leonardo Bottolo

4

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Paolo Vineis

6

object named as

Paolo Vineis

1 reference

29 August 2017

3

Thibaut Jombart

1 reference

29 August 2017

Lutzen Portengen

5

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PubMed ID

23918146

29 August 2017

Roel C H Vermeulen

8

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29 August 2017

5 August 2013

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Environmental and Molecular Mutagenesis

29 August 2017

1 reference

29 August 2017

54

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29 August 2017

7

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29 August 2017

542-557

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A tutorial on statistical methods for population association studies

29 August 2017

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Patterns of DNA methylation in individual colonic crypts reveal aging and cancer-related field defects in the morphologically normal mucosa.

21 January 2018

1 reference

ESS++: a C++ objected-oriented algorithm for Bayesian stochastic search model exploration

21 January 2018

1 reference

Bayesian detection of expression quantitative trait loci hot spots

21 January 2018

1 reference

Partial least squares: a versatile tool for the analysis of high-dimensional genomic data

21 January 2018

1 reference

A mixture model-based strategy for selecting sets of genes in multiclass response microarray experiments.

21 January 2018

1 reference

Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls

21 January 2018

1 reference

Data integration in plant biology: the O2PLS method for combined modeling of transcript and metabolite data

21 January 2018

1 reference

Integrated analysis of transcript, protein and metabolite data to study lignin biosynthesis in hybrid aspen

21 January 2018

1 reference

Prioritizing GWAS results: A review of statistical methods and recommendations for their application

21 January 2018

1 reference

Metabolic profiling and the metabolome-wide association study: significance level for biomarker identification

21 January 2018

1 reference

Expression quantitative trait loci mapping with multivariate sparse partial least squares regression

21 January 2018

1 reference

Sparse partial least squares regression for simultaneous dimension reduction and variable selection

21 January 2018

1 reference

Estimation of significance thresholds for genomewide association scans

21 January 2018

1 reference

The grapevine expression atlas reveals a deep transcriptome shift driving the entire plant into a maturation program

21 January 2018

1 reference

The use of multiple measurements in taxonomic problems

21 January 2018

1 reference

Regularization Paths for Generalized Linear Models via Coordinate Descent

21 January 2018

1 reference

The importance of using multiple approaches for identifying emerging invasive species: the case of the Rasberry Crazy Ant in the United States

21 January 2018

1 reference

Complement factor H variant increases the risk of age-related macular degeneration

21 January 2018

1 reference

Generalized additive models for medical research

21 January 2018

1 reference

Gene body-specific methylation on the active X chromosome

21 January 2018

1 reference

Genome-wide significance for dense SNP and resequencing data

21 January 2018

1 reference

Human metabolic phenotype diversity and its association with diet and blood pressure.

21 January 2018

1 reference

Analysis of a complex of statistical variables into principal components

21 January 2018

1 reference

On the presence and role of human gene-body DNA methylation.

21 January 2018

1 reference

adegenet 1.3-1: new tools for the analysis of genome-wide SNP data

21 January 2018

1 reference

Discriminant analysis of principal components: a new method for the analysis of genetically structured populations

21 January 2018

1 reference

Genetic markers in the playground of multivariate analysis

21 January 2018

1 reference

Variance component model to account for sample structure in genome-wide association studies

21 January 2018

1 reference

Fixed and random effects selection in linear and logistic models.

21 January 2018

1 reference

Sparse canonical methods for biological data integration: application to a cross-platform study.

21 January 2018

1 reference

Analysis of oligonucleotide array experiments with repeated measures using mixed models

21 January 2018

1 reference

Nonlinear mixed effects models for repeated measures data

21 January 2018

1 reference

A novel approach for biomarker selection and the integration of repeated measures experiments from two assays

21 January 2018

1 reference

Global gene expression profiling of a population exposed to a range of benzene levels

21 January 2018

1 reference

Detecting differential gene expression with a semiparametric hierarchical mixture method.

21 January 2018

1 reference

21 January 2018

1 reference

Genome-wide sparse canonical correlation of gene expression with genotypes

21 January 2018

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Population structure and eigenanalysis

21 January 2018

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On lines and planes of closest fit to systems of points in space

21 January 2018

1 reference

New insights into the genetic control of gene expression using a Bayesian multi-tissue approach

21 January 2018

1 reference

Genome-wide association study reveals multiple loci associated with primary tooth development during infancy

21 January 2018

1 reference

Principal components analysis corrects for stratification in genome-wide association studies

21 January 2018

1 reference

A Lasso multi-marker mixed model for association mapping with population structure correction.

21 January 2018

1 reference

Statistically integrated metabonomic-proteomic studies on a human prostate cancer xenograft model in mice

21 January 2018

1 reference

Epidemiology. Environment and disease risks

21 January 2018

1 reference

Biomarkers intersect with the exposome

21 January 2018

1 reference

Principal component analysis of genetic data

21 January 2018

1 reference

An efficient multi-locus mixed-model approach for genome-wide association studies in structured populations.

21 January 2018

1 reference

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

21 January 2018

1 reference

Significance analysis of time course microarray experiments

21 January 2018

1 reference

Bayesian survival analysis in genetic association studies

21 January 2018

1 reference

Orthogonal projections to latent structures (O-PLS)

21 January 2018

1 reference

Identification of novel biomarkers in seasonal allergic rhinitis by combining proteomic, multivariate and pathway analysis

21 January 2018

1 reference

Complementing the genome with an "exposome": the outstanding challenge of environmental exposure measurement in molecular epidemiology

21 January 2018

1 reference

The exposome: from concept to utility

21 January 2018

1 reference

BAYESIAN MODEL SEARCH AND MULTILEVEL INFERENCE FOR SNP ASSOCIATION STUDIES

21 January 2018

1 reference

A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis

21 January 2018

1 reference

The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses

21 January 2018

1 reference

Metabolome-wide association study identifies multiple biomarkers that discriminate north and south Chinese populations at differing risks of cardiovascular disease: INTERMAP study

21 January 2018

1 reference

A unified mixed-model method for association mapping that accounts for multiple levels of relatedness

21 January 2018

1 reference

Genome-wide evolutionary analysis of eukaryotic DNA methylation.

21 January 2018

1 reference

Mixed linear model approach adapted for genome-wide association studies

21 January 2018

1 reference

Genome-wide efficient mixed-model analysis for association studies

21 January 2018

1 reference

An efficient resampling method for assessing genome-wide statistical significance in mapping quantitative trait Loci

21 January 2018

1 reference

A sharper Bonferroni procedure for multiple tests of significance

21 January 2018

1 reference

A direct approach to false discovery rates

21 January 2018

1 reference

The positive false discovery rate: a Bayesian interpretation and the q -value

21 January 2018

1 reference

Evolutionary stochastic search for Bayesian model exploration

21 January 2018

1 reference

A review of Bayesian variable selection methods: what, how and which

21 January 2018

1 reference

The evolution of partial least squares models and related chemometric approaches in metabonomics and metabolic phenotyping

21 January 2018

1 reference

A study of variable selection using -prior distribution with ridge parameter

21 January 2018

1 reference

Theade4Package: Implementing the Duality Diagram for Ecologists

21 January 2018

1 reference

7 January 2021

1 reference

7 January 2021

OPLS-DA as a suitable method for selecting a set of gene transcripts discriminating RAS- and PTPN11-mutated cells in acute lymphoblastic leukaemia

1 reference

7 January 2021

Sparse canonical correlation analysis with application to genomic data integration

1 reference

7 January 2021

Fast stable direct fitting and smoothness selection for generalized additive models

1 reference

7 January 2021

Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models

1 reference

7 January 2021

Model selection and estimation in regression with grouped variables

1 reference

7 January 2021

Sparse Principal Component Analysis

1 reference

7 January 2021

Regularization and variable selection via the elastic net

1 reference

7 January 2021

Identifiers

DOI

10.1002/EM.21797

1 reference

release_3revzbaj2faifnijw7lx7jlehq

29 August 2017

1 reference

Fatcat

https://api.fatcat.wiki/v0/release/3revzbaj2faifnijw7lx7jlehq

24 November 2022

mapped directly with Wikidata item

PubMed ID

23918146

1 reference

PubMed ID

23918146