Statistical Applications In Genetics And Molecular Biology

Statistical Applications In Genetics And Molecular Biology

遗传学和分子生物学中的统计应用

  • 4区 中科院分区
  • Q3 JCR分区

高引用文章

文章名称 引用次数
Additive varying-coefficient model for nonlinear gene-environment interactions 3
Sample size calculations for the differential expression analysis of RNA-seq data using a negative binomial regression model 2
Data-adaptive multi-locus association testing in subjects with arbitrary genealogical relationships 2
netprioR: a probabilistic model for integrative hit prioritisation of genetic screens 1
Reproducibility of biomarker identifications from mass spectrometry proteomic data in cancer studies 1
Assessing genome-wide significance for the detection of differentially methylated regions 1
A Bayesian framework for identifying consistent patterns of microbial abundance between body sites 1
Determining the number of components in PLS regression on incomplete data set 1
False discovery control for penalized variable selections with high-dimensional covariates 1
A penalized regression approach for DNA copy number study using the sequencing data 1
Multi-locus data distinguishes between population growth and multiple merger coalescents 1
Sliced inverse regression for integrative multi-omics data analysis 1
A practical approach to adjusting for population stratification in genome-wide association studies: principal components and propensity scores (PCAPS) 1
Noise-robust assessment of SNP array based CNV calls through local noise estimation of log R ratios 0
On A mutual information estimator with exponentially decaying bias by Zhang and Zheng 0
MLML2R: an R package for maximum likelihood estimation of DNA methylation and hydroxymethylation proportions 0
Meta-analytic framework for modeling genetic coexpression dynamics 0
Non-parametric estimation of population size changes from the site frequency spectrum 0
A statistical method for measuring activation of gene regulatory networks 0
Bayesian inference of selection in the Wright-Fisher diffusion model 0
Bi-level feature selection in high dimensional AFT models with applications to a genomic study 0
Clustering methods for single-cell RNA-sequencing expression data: performance evaluation with varying sample sizes and cell compositions 0
A novel individualized drug repositioning approach for predicting personalized candidate drugs for type 1 diabetes mellitus 0
Stability selection for lasso, ridge and elastic net implemented with AFT models 0
Inference of finite mixture models and the effect of binning 0
Truncated rank correlation (TRC) as a robust measure of test-retest reliability in mass spectrometry data 0
Properties and Evaluation of the MOBIT - a novel Linkage-based Test Statistic and Quantification Method for Imprinting 0
A novel method to accurately calculate statistical significance of local similarity analysis for high-throughput time series 0
Fast approximate inference for variable selection in Dirichlet process mixtures, with an application to pan-cancer proteomics 0
EBADIMEX: an empirical Bayes approach to detect joint differential expression and methylation and to classify samples 0
Tests for comparison of multiple endpoints with application to omics data 0
Ensemble survival tree models to reveal pairwise interactions of variables with time-to-events outcomes in low-dimensional setting 0
Distance-correlation based gene set analysis in longitudinal studies 0
Combining gene expression data and prior knowledge for inferring gene regulatory networks via Bayesian networks using structural restrictions 0
Empirical Bayesian approach to testing multiple hypotheses with separate priors for left and right alternatives 0
Comparisons of classification methods for viral genomes and protein families using alignment-free vectorization 0
On the relation between the true and sample correlations under Bayesian modelling of gene expression datasets 0
A variable selection approach in the multivariate linear model: an application to LC-MS metabolomics data 0
A test for detecting differential indirect trans effects between two groups of samples 0
Discrete Wavelet Packet Transform Based Discriminant Analysis for Whole Genome Sequences 0
A multivariate linear model for investigating the association between gene-module co-expression and a continuous covariate 0
A powerful test for ordinal trait genetic association analysis 0
LCox: a tool for selecting genes related to survival outcomes using longitudinal gene expression data 0