Statistics in Biosciences

Title Publication Date Language Citations
Binormal Precision–Recall Curves for Optimal Classification of Imbalanced Data2019/02/11English14
Regression Models for Compositional Data: General Log-Contrast Formulations, Proximal Optimization, and Microbiome Data Applications2020/06/19English14
Estimating Decision-Relevant Comparative Effects Using Instrumental Variables2011/06/09English14
Testing for Mediation Effect with Application to Human Microbiome Data2019/07/27English14
Bayesian Analysis of iTRAQ Data with Nonrandom Missingness: Identification of Differentially Expressed Proteins2009/10/08English14
SIDEseq: A Cell Similarity Measure Defined by Shared Identified Differentially Expressed Genes for Single-Cell RNA sequencing Data2017/06/01English13
Combined Estimation of Treatment Effects Under a Discrete Random Effects Model2012/02/16English13
Exact p-Values for Simon’s Two-Stage Designs in Clinical Trials2016/06/16English13
Doubly Robust Estimation of Optimal Dynamic Treatment Regimes2013/07/12English13
Adaptive Thresholding for Reconstructing Regulatory Networks from Time-Course Gene Expression Data2011/12/22English12
Modeling Temporal Variation in Physical Activity Using Functional Principal Components Analysis2019/04/12English12
ROC Curve Analysis in the Presence of Imperfect Reference Standards2017/06/01English12
Using the Whole Cohort in the Analysis of Case-Control Data2013/01/24English12
Simultaneous Isoform Discovery and Quantification from RNA-Seq2012/06/14English12
Efficient Semiparametric Marginal Estimation for the Partially Linear Additive Model for Longitudinal/Clustered Data2009/04/23English11
The Causal Effect of Educational Attainment on Completed Fertility for a Cohort of Danish Women—Does Feedback Play a Role?2013/08/31English11
Practical Considerations for Data Collection and Management in Mobile Health Micro-randomized Trials2019/01/05English11
Empirical Bayes Estimation and Prediction Using Summary-Level Information From External Big Data Sources Adjusting for Violations of Transportability2018/05/14English11
A Data Augmentation Method for Estimating the Causal Effect of Adherence to Treatment Regimens Targeting Control of an Intermediate Measure2011/07/12English11
Single Nucleotide Polymorphism (SNP) Detection and Genotype Calling from Massively Parallel Sequencing (MPS) Data2012/06/29English11
TROM: A Testing-Based Method for Finding Transcriptomic Similarity of Biological Samples2017/06/01English10
Permutation Testing for Treatment–Covariate Interactions and Subgroup Identification2015/03/05English10
A Gaussian Copula Model for Multivariate Survival Data2010/11/03English10
Bayesian Design of Non-inferiority Clinical Trials Via the Bayes Factor2017/07/06English10
Assessing Treatment Benefit in Immuno-oncology2020/02/14English10
A Bayesian Approach for Learning Gene Networks Underlying Disease Severity in COPD2016/10/28English10
Measuring Variability in Rest-Activity Rhythms from Actigraphy with Application to Characterizing Symptoms of Depression2019/01/05English9
PoD-TPI: Probability-of-Decision Toxicity Probability Interval Design to Accelerate Phase I Trials2019/12/14English9
Robust Bayesian FDR Control Using Bayes Factors, with Applications to Multi-tissue eQTL Discovery2017/06/01English9
Bayesian Analysis of Composite Quantile Regression2016/07/06English9