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Statistical Applications in Genetics and Molecular Biology

中文名称：遗传学和分子生物学中的统计应用

ISSN：1544-6115
出版周期：Bimonthly

发文量：81

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1.Sparse Canonical Correlation Analysis with Application to Genomic Data Integration

机译：稀疏典范相关分析在基因组数据集成中的应用
- 作者：Elena Parkhomenko David Tritchler and Joseph Beyene
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- Sparse Canonical Correlation Analysis;
- Genomic Data Integration;
2.Dimension Reduction of Microarray Data in the Presence of a Censored Survival Response: A Simulation Study

机译：存在删失生存反应的微阵列数据的降维：模拟研究
- 作者：Tuan S. Nguyen and Javier Rojo
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- censored response, Cox proportional hazards model, outliers, mean squared error,bias;
3.Sequential Analysis for Microarray Data Based on Sensitivity and Meta-Analysis

机译：基于敏感性和Meta分析的微阵列数据顺序分析
- 作者：Guillemette Marot and Claus-Dieter Mayer
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- microarrays, sequential analysis, meta-analysis;
4.Orthology-Based Multilevel Modeling of Differentially Expressed Mouse and Human Gene Pairs

机译：基于正交学的差异表达小鼠和人类基因对的多级建模
- 作者：Benjamin A. Ogorek and Leonard A. Stefanski
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- orthology, ortholog, hierarchical modeling, differential expression, microarray,;
5.Detecting Outlier Samples in Microarray Data

机译：检测微阵列数据中的异常样本
- 作者：Albert D. Shieh and Yeung Sam Hung
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- detecting outlier samples;
- microarray data;
- benchmark data;
6.Modified FDR Controlling Procedure for Multi-Stage Analyses

机译：用于多阶段分析的修改后的FDR控制程序
- 作者：Catherine Tuglus and Mark J. van der Laan
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- false discovery rate, modiﬁed FDR, targeted maximum likelihood;
7.Normalization Method for Transcriptional Studies of Heterogeneous Samples – Simultaneous Array Normalization and Identification of Equivalent Expression

机译：异构样品转录研究的归一化方法-阵列同时归一化和等价表达的鉴定
- 作者：Li-Xuan Qin and Jaya M. Satagopan
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- gene expression, normalization, mixture models, Fisher’s information;
8.Composite Likelihood Modeling of Neighboring Site Correlations of DNA Sequence Substitution Rates

机译：DNA序列取代率邻近位点相关性的复合似然模型
- 作者：Ling Deng and Dirk F. Moore
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- bivariate negative binomial distribution, composite likelihood, substitution rate,;
9.Model Selection Based on FDR-Thresholding Optimizing the Area under the ROC-Curve

机译：基于FDR阈值优化ROC曲线下面积的模型选择
- 作者：Alexandra C. Graf and Peter Bauer
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- variable selection, FDR, ROC-curve, cross validation;
10.Bayesian Unsupervised Learning with Multiple Data Types

机译：多数据类型的贝叶斯无监督学习
- 作者：Phaedra Agius Yiming Ying and Colin Campbell
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- multiple datasets, correspondence model, Bayesian learning, unsupervised learn-;
11.Incorporating Duplicate Genotype Data into Linear Trend Tests of Genetic Association: Methods and Cost-Effectiveness

机译：将重复的基因型数据纳入遗传关联的线性趋势检验中：方法和成本效益
- 作者：Bryce Borchers Marshall Brown Brian McLellan Airat Bekmetjev and Nathan L. Tintle
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- re-genotype, genome-wide association, genotyping error, genotype error, SNP;
12.A Parametric Model for Analyzing Anticipation in Genetically Predisposed Families

机译：用于分析遗传易感家庭的预期的参数模型
- 作者：Klaus Larsen Janne Petersen Inge Bernstein and Mef Nilbert
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- cluster, competing risks, hereditary cancer, HNPCC, Lynch syndrome, right cen-;
13.Weighted Multiple Hypothesis Testing Procedures

机译：加权多重假设检验程序
- 作者：Guolian Kang Keying Ye Nianjun Liu David B. Allison and Guimin Gao
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- weight, multiple hypothesis testing, Bonferroni procedure, ˇ Sid´ ak procedure, family-;
14.Testing of Chromosomal Clumping of Gene Properties

机译：基因特性的染色体聚集测试
- 作者：Luciano Fernandez-Ricaud Daniel Dalevi Anders Blomberg and Olle Nerman
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- statistical tests, Markov chains, genome biology, S. cerevisiae, clumping of essen-;
15.Impact of Population Stratification on Family-Based Association Tests with Longitudinal Measurements

机译：人口分层对纵向测量的基于家庭的联想测验的影响
- 作者：Xiao Ding Scott Weiss Benjamin Raby Christoph Lange and Nan M. Laird
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- family-based association test, population stratiﬁcation, longitudinal phenotypes;
16.Score Statistics for Mapping Quantitative Trait Loci

机译：映射数量性状位点的得分统计
- 作者：Myron N. Chang Rongling Wu Samuel S. Wu and George Casella
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- score test, likelihood ratio test, asymptotic equivalence, backcross design;
17.A Multilocus Model for Constructing a Linkage Disequilibrium Map in Human Populations

机译：建立人类种群连锁不平衡图的多基因座模型
- 作者：Qin Li and Rongling Wu
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- EM algorithm, human, linkage, linkage disequilibrium, molecular markers;
18.A Nonlinear Mixed-Effects Model for Estimating Calibration Intervals for Unknown Concentrations in Two-Color Microarray Data with Spike-Ins

机译：带有混合信号的双色微阵列数据中未知浓度的校正间隔估计非线性混合效应模型
- 作者：Pushpike J. Thilakarathne Geert Verbeke Kristof Engelen and Kathleen Marchal
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- calibration, nonlinear model, mixed model, cDNA microarray, oligonucleotide;
19.Inferring Dynamic Genetic Networks with Low Order Independencies

机译：具有低阶独立性的动态遗传网络推断
- 作者：Sophie Lèbre
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- dynamic Bayesian networks, graphical modeling, directed acyclic graphs, condi-;
20.Survival Analysis with High-Dimensional Covariates: An Application in Microarray Studies

机译：高维协变量的生存分析：在微阵列研究中的应用
- 作者：David Engler and Yi Li
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- survival analysis, microarray, elastic net, variable selection;
21.A Bayesian Analysis Strategy for Cross-Study Translation of Gene Expression Biomarkers

机译：基因表达生物标记物跨研究翻译的贝叶斯分析策略
- 作者：Joseph Lucas Carlos Carvalho and Mike West
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- pathway, breast cancer, factor, module, signature, gene expression, latent factor;
22.Hypothesis Tests for Point-Mass Mixture Data with Application to `Omics Data with Many Zero Values

机译：点质混合数据的假设检验及其在具有许多零值的组数据中的应用
- 作者：Sandra Taylor and Katherine Pollard
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- point-mass mixture, empirical likelihood, two-part statistics, likelihood ratio test,;
23.A Multiple Testing Approach to High-Dimensional Association Studies with an Application to the Detection of Associations between Risk Factors of Heart Disease and Genetic Polymorphisms

机译：多维关联研究的多重测试方法，用于检测心脏病危险因素与遗传多态性之间的关联
- 作者：Jos´ e A. Ferreira Johannes Berkhof Olga Souverein and Koos Zwinderman
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- multiple testing, association tests, non-parametric methods;
24.Extensions of Sparse Canonical Correlation Analysis with Applications to Genomic Data

机译：稀疏典范相关分析的扩展及其在基因组数据中的应用
- 作者：Daniela M. Witten and Robert J. Tibshirani
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- sparse canonical correlation analysis, gene expression, microarray, DNA copy;
25.Adaptive Transmission Disequilibrium Test for Family Trio Design

机译：家庭三重奏设计的自适应传输不平衡测试
- 作者：Min Yuan Xin Tian Gang Zheng and Yaning Yang
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- adaptive TDT, conditional power, efﬁciency robustness, genetic model selection,;
26.A Non-Homogeneous Hidden-State Model on First Order Differences for Automatic Detection of Nucleosome Positions

机译：自动检测核小体位置的一阶差分的非均质隐藏状态模型
- 作者：Pei Fen Kuan Dana Huebert Audrey Gasch and Sunduz Keles
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- nucleosomes,MNase-chip,MNase-Seq, non-homogeneous hiddenMarkovmodel,;
27.Estimation of Selection Intensity under Overdominance by Bayesian Methods

机译：贝叶斯方法在过度选择下的选择强度估计
- 作者：Erkan Ozge Buzbasu0003 Paul Joyce†Zaid Abdo‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- overdominance, heterozygote advantage, balancing selection k-allele models, Bayesian inference;
28.Balanced Gradient Boosting from Imbalanced Data for Clinical Outcome Prediction

机译：来自不平衡数据的平衡梯度提升可用于临床结果预测
- 作者：Reiji Teramoto
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- clinical outcome, diagnosis, cancer, diabetes, renal cell carcinoma, ensemble;
29.Increase of Rejection Rate in Case-Control Studies with the Differential Genotyping Error Rates

机译：病例对照研究中的拒绝率随着基因分型错误率的增加而增加
- 作者：Kwangmi Ahn Derek Gordon and Stephen J. Finch
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- misclassiﬁcation, genotyping error;
30.Multilevel Comparison of Dendrograms: A New Method with an Application for Genetic Classifications

机译：树状图的多级比较：一种新方法及其在遗传分类中的应用
- 作者：János Podani Attila Engloner and Agnes Major
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- clonal diversity, hierarchical clustering, microsatellites, partitions, Phragmites;
31.Univariate Shrinkage in the Cox Model for High Dimensional Data

机译：高维数据的Cox模型中的单变量收缩
- 作者：Robert J. Tibshirani
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- proportional hazards model, survival data, lasso, high-dimensional;
32.Two-Stage Model-Based Clustering for Liquid Chromatography Mass Spectrometry Data Analysis

机译：基于两阶段模型的聚类用于液相色谱质谱数据分析
- 作者：Marta Łuksza Bogusław Kluge Jerzy Ostrowski Jakub Karczmarski and Anna Gambin
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2009年第1期
- mass spectrometry, peak alignment, clustering, Gaussian mixtures;
33.Statistical Methods in Integrative Analysis for Gene Regulatory Modules

机译：基因调控模块综合分析中的统计方法
- 作者：Lingmin Zengu0003 Jing Wu†Jun Xie‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- gene regulation, regression analysis, sequence analysis;
34.Estimating Number of Clusters Based on a General Similarity Matrix with Application to Microarray Data

机译：基于通用相似度矩阵的簇数估计及其在微阵列数据中的应用
- 作者：Shafagh Fallahu0003 David Tritchler†Joseph Beyene‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- cluster analysis, eigenanalysis, microarray, segmented regression, scree plot;
35.Data Distribution of Short Oligonucleotide Expression Arrays and Its Application to the Construction of a Generalized Intellectual Framework

机译：短寡核苷酸表达阵列的数据分布及其在广义智能框架构建中的应用
- 作者：Tomokazu Konishi
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- microarray, transcriptome, knowledge integration, intellectual framework, normalization,data distribution;
36.A Composite-Conditional-Likelihood Approach for Gene Mapping Based on Linkage Disequilibrium in Windows of Marker Loci

机译：标记位点窗口中基于连锁不平衡的基因定位复合条件似然方法
- 作者：Fabrice Larribeu0003 Sabin Lessard†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- gene mapping, linkage disequilibrium, composite likelihood, conditional likelihood,ancestral recombination graph, importance sampling;
37.Modeling DNA Methylation in a Population of Cancer Cells

机译：在癌细胞群中模拟DNA甲基化
- 作者：Kimberly D. Siegmundu0003 Paul Marjoram†Darryl Shibata‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- mathematical modeling, approximate Bayesian computation, Gompertzian growth;
38.A SNP Streak Model for the Identification of Genetic Regions Identical-by-descent

机译：SNP条纹模型，用于鉴定遗传相同的遗传区域
- 作者：Gregory Leibonu0003 Daniel N. Rockmore†Martin R. Pollak‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- genetics, SNPs, identity-by-descent, haplotype, FSGS;
39.Re-Cracking the Nucleosome Positioning Code

机译：重新破解核小体定位代码
- 作者：Mark R. Segal
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- motifs, periodicity, prediction, ROC curve, spectral envelope;
40.Adaptive Choice of the Number of Bootstrap Samples in Large Scale Multiple Testing

机译：大规模多重测试中自举样本数量的自适应选择
- 作者：Wenge Guou0003 Shyamal Peddada†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- BH procedure, bootstrap, confidence interval, false discovery rate, multiple testing,p-value;
41.Coalescent Time Distributions in Trees of Arbitrary Size

机译：任意大小树中的合并时间分布
- 作者：Sam Efromovichu0003 Laura Salter Kubatko†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- coalescent, population genetics, phylogenetics, most recent common ancestor,;
42.Calculating Confidence Intervals for Prediction Error in Microarray Classification Using Resampling

机译：使用重采样计算微阵列分类中预测误差的置信区间
- 作者：Wenyu Jiangu0003 Sudhir Varma†Richard Simon‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- microarray study, class prediction, prediction error, confidence interval, resampling,;
43.Structure Learning in Nested Effects Models

机译：嵌套效果模型中的结构学习
- 作者：Achim Treschu0003 Florian Markowetz†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- gene perturbation, pathway reconstruction, model identifiability, feature selection;
44.A Sparse PLS for Variable Selection when Integrating Omics Data

机译：集成Omics数据时用于变量选择的稀疏PLS
- 作者：Kim-Anh Lˆe Caou0003 Debra Rossouw†Christ`ele Robert-Grani´e‡ Philippe Besseu0003u0003
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- joint analysis, two-block data set, multivariate regression, dimension reduction;
45.Addressing the Shortcomings of Three Recent Bayesian Methods for Detecting Interspecific Recombination in DNA Sequence Alignments

机译：解决三种最新的贝叶斯方法来检测DNA序列比对中的种间重组的缺点
- 作者：Dirk Husmeieru0003 Alexander V. Mantzaris†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- phylogenetics, recombination, Bayesian modelling, Markov chain Monte Carlo,change-point model, hidden Markov model, Felsenstein zone, consistency, incidental parameters;
46.A Unification of Multivariate Methods for Meta-Analysis of Genetic Association Studies

机译：遗传关联研究的荟萃分析的多元方法的统一
- 作者：Pantelis G. Bagos
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- meta-analysis, genetic epidemiology, random effects, multivariate methods;
47.Importance Sampling for the Infinite Sites Model

机译：无限地点模型的重要性抽样
- 作者：Asger Hobolthu0003 Marcy K. Uyenoyama†Carsten Wiuf‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- ancestral inference, coalescent, importance sampling, infinite sites;
48.Reducing Spatial Flaws in Oligonucleotide Arrays by Using Neighborhood Information

机译：通过使用邻域信息减少寡核苷酸阵列中的空间缺陷
- 作者：Jose Manuel Arteaga-Salasu0003 Andrew P. Harrison†Graham J. G. Upton‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- flaws, oligonucleotide arrays, visualisation;
49.Pattern Classification of Phylogeny Signals

机译：系统发育信号的模式分类
- 作者：Xiaofei Shiu0003 Hong Gu†Chris Field‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- clustering, entropy, phylogenetic trees, concatenation;
50.A Comparison of Normalization Techniques for MicroRNA Microarray Data

机译：MicroRNA微阵列数据标准化技术的比较
- 作者：Youlan Raou0003 Yoonkyung Lee† David Jarjoura‡Amy S. Ruppertu0003u0003 Chang-gong Liu††Jason C. Hsu‡‡ John P. Hagan§
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- microRNA, median normalization, cyclic loess normalization, quantile normalization,robust estimates, smoothing spline, mean squared error;
51.Collapsing SNP Genotypes in Case-Control Genome-Wide Association Studies Increases the Type I Error Rate and Power

机译：在病例对照基因组-全基因组关联研究中，折叠的SNP基因型增加了I型错误率和功效
- 作者：Abigail G. Matthewsu0003 Chad Haynes†Chang Liu‡ Jurg Ottu0003u0003
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- genome-wide association, type I error rate;
52.Approximately Sufficient Statistics and Bayesian Computation

机译：大约足够的统计量和贝叶斯计算
- 作者：Paul Joyceu0003 Paul Marjoram†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- Statistics;
- Computation;
53.The Estimator of the Optimal Measure of Allelic Association: Mean, Variance and Probability Distribution When the Sample Size Tends to Infinity

机译：等位基因关联的最佳度量的估计量：样本量趋于无穷大时的均值，方差和概率分布
- 作者：Brigitte Manginu0003 Pauline Garnier-G´er´e†Christine Cierco-Ayrolles‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- linkage disequilibrium, allelic association, asymptotic derivation;
54.Phenotyping Genetic Diseases Using an Extension of µ-Scores for Multivariate Data

机译：使用μ分数扩展获取多变量数据的表型遗传病
- 作者：Jos´e F. Moralesu0003 Tingting Song†Arleen D. Auerbach‡ Knut M. Wittkowskiu0003u0003
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- multidimensional, ranking, Fanconi anemia, censoring, genotype, phenotype, nonparametric;
55.Detecting Two-Locus Gene-Gene Effects Using Monotonisation of the Penetrance Matrix

机译：使用渗透性矩阵的单调检测两基因座基因对基因的影响
- 作者：Susanne Henningssonu0003 Staffan I. Nilsson†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- genetics, case-control, power, two-locus, monotone;
56.Semi-Parametric Differential Expression Analysis via Partial Mixture Estimation

机译：通过部分混合估计进行半参数差分表达式分析
- 作者：David Rossellu0003 Rudy Guerra†Clayton Scott‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- microarrays, partial mixture, differential expression, density estimation;
57.Adapting Prediction Error Estimates for Biased Complexity Selection in High-Dimensional Bootstrap Samples

机译：自适应预测误差估计以用于高维自举样本中的有偏复杂度选择
- 作者：Harald Binderu0003 Martin Schumacher†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- bootstrap, complexity bias, high-dimensional data, prediction performance;
58.Correcting the Estimated Level of Differential Expression for Gene Selection Bias: Application to a Microarray Study

机译：校正基因选择偏差的差异表达的估计水平：在微阵列研究中的应用
- 作者：David R. Bickel
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- conditional bias, conditionally biased estimation, feature selection bias, shrinkage,empirical Bayes, gene rank, data resampling, transcriptional microarray, differential gene expression, fold change estimation, multiple comparisons, cross validation;
59.Predicting Protein Concentrations with ELISA Microarray Assays, Monotonic Splines and Monte Carlo Simulation

机译：使用ELISA微阵列分析，单调样条和蒙特卡洛模拟预测蛋白质浓度
- 作者：Don Simone Dalyu0003 Kevin K. Anderson† Amanda M. White‡Rachel M. Gonzalezu0003u0003 Susan M. Varnum†† Richard C. Zangar‡‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- ELISA microarray, monotonic spline, prediction interval, Monte Carlo simulation;
60.Nonparametric Functional Mapping of Quantitative Trait Loci Underlying Programmed Cell Death

机译：程序性细胞死亡背后的定量性状位点的非参数功能映射。
- 作者：Yuehua Cuiu0003 Rongling Wu†George Casella‡ Jun Zhuu0003u0003
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- Legendre polynomial, maximum likelihood, order selection, programmed cell;
61.Comparing the Characteristics of Gene Expression Profiles Derived by Univariate and Multivariate Classification Methods

机译：单变量和多变量分类方法得出的基因表达谱特征的比较
- 作者：Manuela Zucknicku0003 Sylvia Richardson†Euan A. Stronach‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- microarrays, molecular signature, classification, multivariate analysis, penalised likelihood;
62.Quantifying the Association between Gene Expressions and DNA-Markers by Penalized Canonical Correlation Analysis

机译：通过罚典范相关分析定量基因表达与DNA标记之间的关联
- 作者：Sandra Waaijenborgu0003 Philip C. Verselewel de Witt Hamer†Aeilko H. Zwinderman‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- canonical correlation analysis, co-regulated networks, elastic net;
63.TRAB: Testing Whether Mutation Frequencies Are Above an Unknown Background

机译：TRAB：测试突变频率是否高于未知背景
- 作者：Giovanni Parmigianiu0003 Sining Chen†Victor E. Velculescu‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- hierarchical Bayesian models, mutation analysis;
64.Supervised Distance Matrices

机译：监督距离矩阵
- 作者：Katherine S. Pollardu0003 Mark J. van der Laan†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- distance, clustering, regression, survival, censoring;
65.Self-Organizing Maps with Statistical Phase Synchronization (SOMPS) for Analyzing Cell Cycle-Specific Gene Expression Data

机译：具有统计相位同步（SOMPS）的自组织图，用于分析特定于细胞周期的基因表达数据
- 作者：Chang Sik Kim
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- phase synchronization, cell cycle, gene expression, self-organizing map;
66.Accommodating Uncertainty in a Tree Set for Function Estimation

机译：在函数估计的树集合中容纳不确定性
- 作者：Brian C. Healyu0003 Victor G. DeGruttola†Chengcheng Hu‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- bootstrap techniques, branching trees, HIV, resistance mutations;
67.Drifting Markov Models with Polynomial Drift and Applications to DNA Sequences

机译：多项式漂移的马尔可夫模型及其在DNA序列中的应用
- 作者：Nicolas Vergne
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第1期
- drifting Markov models, Markov models, DNA sequences, heterogeneity, rare words;
68.Organizing a Competition on Clinical Mass Spectrometry Based Proteomic Diagnosis

机译：组织基于蛋白质组学诊断的临床质谱竞赛
- 作者：Bart Mertens
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- classification comparison, clinical proteomics, mass spectrometry, classification,statistical science, study design, diagnosis, pattern recognition, bioinformatics, preprocessing;
69.A Classification Model for the Leiden Proteomics Competition

机译：莱顿蛋白质组学比赛的分类模型
- 作者：Huub C. J. Hoefslootu0003 Suzanne Smit†Age K. Smilde‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- classification, curse of dimensionality, statistical validation, double cross-validation,principal component discriminant analysis, biomarker discovery, rank products;
70.International Competition on Mass Spectrometry Proteomic Diagnosis

机译：质谱蛋白质组学诊断国际竞赛
- 作者：Bart Mertens
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- proteomics, diagnosis, classification, mass spectrometry, pattern recognition, bioinformatics;
71.A Cross-Validation Study to Select a Classification Procedure for Clinical Diagnosis Based on Proteomic Mass Spectrometry

机译：基于蛋白质组质谱法选择临床诊断分类程序的交叉验证研究
- 作者：Dirk Valkenborgu0003 Suzy Van Sanden† Dan Lin‡Adetayo Kasimu0003u0003 Qi Zhu†† Philippe Haldermans‡‡Ivy Jansen§ Ziv Shkedy¶ Tomasz Burzykowskik
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- proteomic MALDI-TOFMS preprocessing, feature selection, two-stage crossvalidation,;
72.Empirical Bayes Logistic Regression

机译：经验贝叶斯逻辑回归
- 作者：Foteini Strimenopoulouu0003 Philip J. Brown†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- patient disease status;
- the binary case-control response;
73.Autocorrelated Logistic Ridge Regression for Prediction Based on Proteomics Spectra

机译：基于蛋白质组学谱的自相关Logistic岭回归预测
- 作者：Jelle J. Goeman
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- Prediction;
- Proteomics Spectra;
74.Application of the Random Forest Classification Method to Peaks Detected from Mass Spectrometric Proteomic Profiles of Cancer Patients and Controls

机译：随机森林分类法在癌症患者和对照组质谱蛋白质组学谱检测峰中的应用
- 作者：Jennifer H. Barrettu0003 David A. Cairns†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- Cancer Patients;
- Random Forest Classification Method;
75.Clinical Mass Spectrometry Proteomic Diagnosis by Conformal Predictors

机译：适形预测器的临床质谱蛋白质组学诊断
- 作者：Alex Gammermanu0003 Ilia Nouretdinov† Brian Burford‡Alexey Chervonenkisu0003u0003 Vladimir Vovk†† Zhiyuan Luo‡‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- Conformal Predictors;
- Clinical Mass Spectrometry Proteomic Diagnosis;
76.Breast Cancer Diagnosis from Proteomic Mass Spectrometry Data: A Comparative Evaluation

机译：蛋白质组质谱数据对乳腺癌的诊断：比较评价
- 作者：David J. Hand
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- proteomic mass spectra, classification, error rate, classifier performance, sensitivity,specificity;
77.Support Vector Machine Approach to Separate Control and Breast Cancer Serum Samples

机译：支持向量机方法来分离对照和乳腺癌血清样品
- 作者：Thang V. Phamu0003 Mark A. van de Wiel†Connie R. Jimenez‡
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- classification, MALDI-TOF, proteomics, support vector machine;
78.Principal Component Discriminant Analysis

机译：主成分判别分析
- 作者：Tom Fearn
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- Discriminant Analysis;
79.Classification of Breast Cancer versus Normal Samples from Mass Spectrometry Profiles Using Linear Discriminant Analysis of Important Features Selected by Random Forest

机译：使用随机森林选择的重要特征的线性判别分析从质谱图对乳腺癌和正常样品进行分类
- 作者：Somnath Datta
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- Breast Cancer;
- Random Forest;
80.Developing a Discrimination Rule between Breast Cancer Patients and Controls Using Proteomics Mass Spectrometric Data: A Three-Step Approach

机译：使用蛋白质组学质谱数据开发乳腺癌患者与对照之间的区分规则：三步法
- 作者：A. Geert Heidemau0003 Nico Nagelkerke†
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
81.Case-Control Breast Cancer Study of MALDI-TOF Proteomic Mass Spectrometry Data on Serum Samples

机译：血清样本中MALDI-TOF蛋白质组质谱数据的病例对照乳腺癌研究
- 作者：Martijn P. J. van der Werffu0003 Bart Mertens† Mirre E. de Noo‡Marco R. Bladergroenu0003u0003 Hans C. Dalebout††Rob A. E. M. Tollenaar‡‡ Andre M. Deelder§
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2008年第2期
- case-control, breast cancer, proteomic, spectrometry, MALDI-TOF;
82.A Probabilistic Approach to Large-Scale Association Scans: A Semi-Bayesian Method to Detect Disease-Predisposing Alleles

机译：大规模关联扫描的概率方法：一种检测疾病易感等位基因的半贝叶斯方法
- 作者：Steven J. Schrodi
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2005年第1期
83.Joint variable selection and network modeling for detecting eQTLs

机译：Joint variable selection and network modeling for detecting eQTLs
- 作者：Cao Xuan;Ding Lili;Mersha Tesfaye B.
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2020年第1期
- eQTL;
- join analysis;
- network modeling;
- variable selection;
84.A Bayesian model to identify multiple expression patterns with simultaneous FDR control for a multi-factor RNA-seq experiment

机译：A Bayesian model to identify multiple expression patterns with simultaneous FDR control for a multi-factor RNA-seq experiment
- 作者：Bian Yuanyuan;He Chong;Qiu Jing
- 期刊名称：《statistical applications in genetics and molecular biology》 | 2023年第1期
- Bayesian model;
- equivalent expression;
- group specific FDR;
- multiple gene expression patterns;
- nonlocal prior;
- GENE-EXPRESSION;
85.Low variability in the underlying cellular landscape adversely affects the performance of interaction-based approaches for conducting cell-specific analyses of DNA methylation in bulk samples

机译：Low variability in the underlying cellular landscape adversely affects the performance of interaction-based approaches for conducting cell-specific analyses of DNA methylation in bulk samples
- 作者：Meier Richard;Nissen Emily;Koestler Devin C.
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2021年第3期
- cell fraction;
- cell proportion;
- EWAS;
- interaction;
- methylation;
- variability;
86.Sparse latent factor regression models for genome-wide and epigenome-wide association studies

机译：Sparse latent factor regression models for genome-wide and epigenome-wide association studies
- 作者：Jumentier Basile;Caye Kevin;Heude BarbaraLepeule JohannaFrancois Olivier
- 期刊名称：《statistical applications in genetics and molecular biology》 | 2022年第1期
- confounding factors;
- epigenome-wide association;
- genome-wide association;
- sparse model;
- statistical methods;
- GENE-EXPRESSION;
- MATRIX;
- LOCI;
87.A weighted empirical Bayes risk prediction model using multiple traits

机译：A weighted empirical Bayes risk prediction model using multiple traits
- 作者：Li Gengxin;Hou Lin;Liu XiaoyuWu Cen
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2020年第3期
- empirical Bayes;
- next-generation sequencing;
- rare variants;
- risk prediction;
88.A Bayesian model to identify multiple expression patterns with simultaneous FDR control for a multi-factor RNA-seq experiment

机译：A Bayesian model to identify multiple expression patterns with simultaneous FDR control for a multi-factor RNA-seq experiment
- 作者：Bian Yuanyuan;He Chong;Qiu Jing
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2023年第1期
- Bayesian model;
- equivalent expression;
- group specific FDR;
- multiple gene expression patterns;
- nonlocal prior;
- GENE-EXPRESSION;
89.Optimizing weighted gene co-expression network analysis with a multi-threaded calculation of the topological overlap matrix

机译：Optimizing weighted gene co-expression network analysis with a multi-threaded calculation of the topological overlap matrix
- 作者：Shuai Min;He Dongmei;Chen Xin
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2021年第6期
- adjacency matrix;
- graph theory;
- parallel computing;
- topological overlap matrix;
- weighted gene co-expression network;
- REVEALS;
- MODULES;
- WGCNA;
90.GMEPS: a fast and efficient likelihood approach for genome-wide mediation analysis under extreme phenotype sequencing

机译：GMEPS: a fast and efficient likelihood approach for genome-wide mediation analysis under extreme phenotype sequencing
- 作者：Liyanage Janaka S. S.;Estepp Jeremie H.;Srivastava KumarLi YunMori MotomiKang Guolian
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2022年第1期
91.Identification of supervised and sparse functional genomic pathways

机译：Identification of supervised and sparse functional genomic pathways
- 作者：Zhang Fan;Miecznikowski Jeffrey C.;Tritchler David L.
- 期刊名称：《statistical applications in genetics and molecular biology》 | 2020年第1期
- instability;
- pathway analysis;
- sparse;
- supervised network;
- ENDOMETRIAL CANCER;
- GENE;
- ASSOCIATION;
- AGREEMENT;
- PROTEINS;
- HEALTH;
- MATRIX;
- PARD3;
- EMX2;
92.Measuring evolutionary cancer dynamics from genome sequencing, one patient at a time

机译：Measuring evolutionary cancer dynamics from genome sequencing, one patient at a time
- 作者：Caravagna Giulio
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2020年第6期
- bulk genome sequencing;
- clonal evolution;
- subclonal deconvolution;
93.Challenges for machine learning in RNA-protein interaction prediction

机译：Challenges for machine learning in RNA-protein interaction prediction
- 作者：Arora Viplove;Sanguinetti Guido
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2022年第1期
- graph neural networks;
- graphs;
- higher-order interactions;
- noisy data;
- RNA-protein interactions;
- BINDING PROTEINS;
- NETWORKS;
- INSIGHTS;
94.An extended model for phylogenetic maximum likelihood based on discrete morphological characters

机译：An extended model for phylogenetic maximum likelihood based on discrete morphological characters
- 作者：Spade David A.
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2020年第1期
- Markov model;
- maximum likelihood;
- phylogenetic trees;
95.Use of SVM-based ensemble feature selection method for gene expression data analysis

机译：Use of SVM-based ensemble feature selection method for gene expression data analysis
- 作者：Zhang Shizhi;Zhang Mingjin
- 期刊名称：《statistical applications in genetics and molecular biology》 | 2022年第1期
- ensemble feature selection;
- gene expression data;
- support vector machine;
- CANCER;
- IDENTIFICATION;
- CLASSIFICATION;
- DISCOVERY;
- PATTERNS;
96.Understanding hormonal crosstalk in Arabidopsis root development via emulation and history matching

机译：Understanding hormonal crosstalk in Arabidopsis root development via emulation and history matching
- 作者：Jackson Samuel E.;Vernon Ian;Liu JunliLindsey Keith
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2020年第2期
- Arabidopsis;
- Bayesian uncertainty analysis;
- emulation;
- history matching;
- parameter search;
97.Collocation based training of neural ordinary differential equations

机译：Collocation based training of neural ordinary differential equations
- 作者：Roesch Elisabeth;Rackauckas Christopher;Stumpf Michael P. H.
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2021年第2期
- collocation;
- dynamical systems;
- neural ODE;
- systems biology;
98.Collocation based training of neural ordinary differential equations

机译：Collocation based training of neural ordinary differential equations
- 作者：Roesch Elisabeth;Rackauckas Christopher;Stumpf Michael P. H.
- 期刊名称：《statistical applications in genetics and molecular biology》 | 2021年第2期
- collocation;
- dynamical systems;
- neural ODE;
- systems biology;
- APPROXIMATE BAYESIAN COMPUTATION;
- MODEL SELECTION;
- PARAMETER-ESTIMATION;
- SYSTEMS;
- FRAMEWORK;
99.Batch effect reduction of microarray data with dependent samples using an empirical Bayes approach (BRIDGE)

机译：Batch effect reduction of microarray data with dependent samples using an empirical Bayes approach (BRIDGE)
- 作者：Xia Qing;Thompson Jeffrey A.;Koestler Devin C.
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2021年第6期
- batch effect correction;
- COMBAT;
- longitudinal gene expression;
- temporal microarray data;
- EXPRESSION;
100.Fine tuned exploration of evolutionary relationships within the protein universe

机译：Fine tuned exploration of evolutionary relationships within the protein universe
- 作者：Gullotto Danilo
- 期刊名称：《Statistical Applications in Genetics and Molecular Biology》 | 2021年第1期
- closed loop;
- co-independent evolutionary sites;
- intra-domain interactions;
- LUCA;
- protein network;
- sequence profile;

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