Determining the number of components in PLS regression on incomplete data set
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0059
Sample size calculations for the differential expression analysis of RNA-seq data using a negative binomial regression model
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0021
A Bayesian framework for identifying consistent patterns of microbial abundance between body sites
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2019-0027
Data-adaptive multi-locus association testing in subjects with arbitrary genealogical relationships
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0030
MLML2R: an R package for maximum likelihood estimation of DNA methylation and hydroxymethylation proportions
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0031
A novel individualized drug repositioning approach for predicting personalized candidate drugs for type 1 diabetes mellitus
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0052
Combining gene expression data and prior knowledge for inferring gene regulatory networks via Bayesian networks using structural restrictions
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0042
A penalized regression approach for DNA copy number study using the sequencing data.
来源期刊:Statistical applications in genetics and molecular biologyDOI:10.1515/sagmb-2018-0001
Sliced inverse regression for integrative multi-omics data analysis
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0028
netprioR: a probabilistic model for integrative hit prioritisation of genetic screens
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0033
Stability selection for lasso, ridge and elastic net implemented with AFT models
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2017-0001
Fast approximate inference for variable selection in Dirichlet process mixtures, with an application to pan-cancer proteomics
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0065
Meta-analytic framework for modeling genetic coexpression dynamics
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2017-0052
Properties and Evaluation of the MOBIT - a novel Linkage-based Test Statistic and Quantification Method for Imprinting.
来源期刊:Statistical applications in genetics and molecular biologyDOI:10.1515/SAGMB-2018-0025
Discrete Wavelet Packet Transform Based Discriminant Analysis for Whole Genome Sequences
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0045
A powerful test for ordinal trait genetic association analysis
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2017-0066
A multivariate linear model for investigating the association between gene-module co-expression and a continuous covariate
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0008
Clustering methods for single-cell RNA-sequencing expression data: performance evaluation with varying sample sizes and cell compositions
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2019-0004
EBADIMEX: an empirical Bayes approach to detect joint differential expression and methylation and to classify samples
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0050
LCox: a tool for selecting genes related to survival outcomes using longitudinal gene expression data
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2017-0060
Truncated rank correlation (TRC) as a robust measure of test-retest reliability in mass spectrometry data.
来源期刊:Statistical applications in genetics and molecular biologyDOI:10.1515/sagmb-2018-0056
Inference of finite mixture models and the effect of binning.
来源期刊:Statistical applications in genetics and molecular biologyDOI:10.1515/sagmb-2018-0035
Bi-level feature selection in high dimensional AFT models with applications to a genomic study
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2019-0016
Reproducibility of biomarker identifications from mass spectrometry proteomic data in cancer studies
来源期刊:Statistical Applications in Genetics and Molecular BiologyDOI:10.1515/sagmb-2018-0039