Statistical Applications in Genetics and Molecular Biology seeks to publish significant research on the application of statistical ideas to problems arising from computational biology. The focus of the papers should be on the relevant statistical issues but should contain a succinct description of the relevant biological problem being considered. The range of topics is wide and will include topics such as linkage mapping, association studies, gene finding and sequence alignment, protein structure prediction, design and analysis of microarray data, molecular evolution and phylogenetic trees, DNA topology, and data base search strategies. Both original research and review articles will be warmly received.
《遗传学和分子生物学中的统计应用》旨在发表关于统计思想应用于计算生物学问题的重要研究。文件的重点应放在有关的统计问题上,但应简要说明正在审议的有关生物学问题。主题范围广泛,将包括连锁图谱、关联研究、基因发现和序列比对、蛋白质结构预测、微阵列数据的设计和分析、分子进化和系统发生树、DNA拓扑学和数据库搜索策略等主题。原创研究和评论文章都将受到热烈欢迎。
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