Biometrics

Early View Articles

BIOMETRIC PRACTICE

Empirical‐likelihood‐based criteria for model selection on marginal analysis of longitudinal data with dropout missingness

  • Author: Chixiang Chen, Biyi Shen, Lijun Zhang, Yuan Xue, Ming Wang
  • Pub Online: Apr 25, 2019
  • DOI: 10.1111/biom.13060 (p )

BIOMETRIC METHODOLOGY

Scalable estimation and regularization for the logistic normal multinomial model

  • Author: Jingru Zhang, Wei Lin
  • Pub Online: Apr 29, 2019
  • DOI: 10.1111/biom.13071 (p )

Granger mediation analysis of multiple time series with an application to functional magnetic resonance imaging

  • Author: Yi Zhao, Xi Luo
  • Pub Online: Apr 29, 2019
  • DOI: 10.1111/biom.13056 (p )

Integrative analysis of genetical genomics data incorporating network structures

  • Author: Bin Gao, Xu Liu, Hongzhe Li, Yuehua Cui
  • Pub Online: Apr 29, 2019
  • DOI: 10.1111/biom.13072 (p )

ORIGINAL ARTICLES

Bagging and deep learning in optimal individualized treatment rules

  • Author: Xinlei Mi, Fei Zou, Ruoqing Zhu
  • Pub Online: Mar 29, 2019
  • DOI: 10.1111/biom.12990 (p )

Efficient methods for signal detection from correlated adverse events in clinical trials

  • Author: Guoqing Diao, Guanghan F. Liu, Donglin Zeng, William Wang, Xianming Tan, Joseph F. Heyse, Joseph G. Ibrahim
  • Pub Online: Mar 29, 2019
  • DOI: 10.1111/biom.13031 (p )

Log‐ratio lasso: Scalable, sparse estimation for log‐ratio models

  • Author: Stephen Bates, Robert Tibshirani
  • Pub Online: Mar 29, 2019
  • DOI: 10.1111/biom.12995 (p )

Causal inference accounting for unobserved confounding after outcome regression and doubly robust estimation

  • Author: Minna Genbäck, Xavier de Luna
  • Pub Online: Mar 29, 2019
  • DOI: 10.1111/biom.13001 (p )

A smoothing‐based goodness‐of‐fit test of covariance for functional data

  • Author: Stephanie T. Chen, Luo Xiao, Ana‐Maria Staicu
  • Pub Online: Apr 06, 2019
  • DOI: 10.1111/biom.13005 (p )

Exact inference for integrated population modelling

  • Author: P. Besbeas, B.J.T. Morgan
  • Pub Online: Apr 13, 2019
  • DOI: 10.1111/biom.13045 (p )

BIOMETRIC METHODOLOGY

High dimensional mediation analysis with latent variables

  • Author: Andriy Derkach, Ruth M. Pfeiffer, Ting‐Huei Chen, Joshua N. Sampson
  • Pub Online: May 05, 2019
  • DOI: 10.1111/biom.13053 (p )

Fast Bayesian inference in large Gaussian graphical models

  • Author: Gwenaël G. R. Leday, Sylvia Richardson
  • Pub Online: May 06, 2019
  • DOI: 10.1111/biom.13064 (p )

BIOMETRIC PRACTICE

Analysis of covariance in randomized trials: More precision and valid confidence intervals, without model assumptions

  • Author: Bingkai Wang, Elizabeth L. Ogburn, Michael Rosenblum
  • Pub Online: Jun 03, 2019
  • DOI: 10.1111/biom.13062 (p )

BIOMETRIC METHODOLOGY

Detection of differentially expressed genes in discrete single‐cell RNA sequencing data using a hurdle model with correlated random effects

  • Author: Michael Sekula, Jeremy Gaskins, Susmita Datta
  • Pub Online: Jun 17, 2019
  • DOI: 10.1111/biom.13074 (p )

Copula‐based semiparametric models for spatiotemporal data

  • Author: Yanlin Tang, Huixia J. Wang, Ying Sun, Amanda S. Hering
  • Pub Online: Jun 17, 2019
  • DOI: 10.1111/biom.13066 (p )
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