Subgroup identification via homogeneity pursuit for dense longitudinal/spatial data

Semiparametric estimation of multivariate partially linear models

(2017) Yaowu Zhang et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

A Functional Varying-Coefficient Single-Index Model for Functional Response Data

(2017) Jialiang Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Novel molecular subgroups for clinical classification and outcome prediction in childhood medulloblastoma: a cohort study

(2017) Edward C Schwalbe et al.   LANCET ONCOLOGY

Patient subgroup identification for clinical drug development

(2017) Xin Huang et al.   STATISTICS IN MEDICINE

Subgroup identification of early preterm birth (ePTB): informing a future prospective enrichment clinical trial design

(2017) Chuanwu Zhang et al.   BMC Pregnancy and Childbirth

Structure identification in panel data analysis

(2016) Yuan Ke et al.   ANNALS OF STATISTICS

Local intrinsic stationarity and its inference

(2016) Tailen Hsing et al.   ANNALS OF STATISTICS

A Bayesian credible subgroups approach to identifying patient subgroups with positive treatment effects

(2016) Patrick M. Schnell et al.   BIOMETRICS

Individualizing drug dosage with longitudinal data

(2016) Xiaolu Zhu et al.   STATISTICS IN MEDICINE

Tutorial in biostatistics: data-driven subgroup identification and analysis in clinical trials

(2016) Ilya Lipkovich et al.   STATISTICS IN MEDICINE

Effective dimension reduction for sparse functional data

(2015) F. Yao et al.   BIOMETRIKA

Homogeneity Pursuit

(2015) Zheng Tracy Ke et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A regression tree approach to identifying subgroups with differential treatment effects

(2015) Wei-Yin Loh et al.   STATISTICS IN MEDICINE

A PRIM approach to predictive-signature development for patient stratification

(2014) Gong Chen et al.   STATISTICS IN MEDICINE

Multivariate varying coefficient model for functional responses

(2013) Hongtu Zhu et al.   ANNALS OF STATISTICS

A Simultaneous Confidence Band for Dense Longitudinal Regression

(2013) Q. Song et al.   COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

Simultaneous Grouping Pursuit and Feature Selection Over an Undirected Graph

(2013) Yunzhang Zhu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Qualitative interaction trees: a tool to identify qualitative treatment-subgroup interactions

(2013) Elise Dusseldorp et al.   STATISTICS IN MEDICINE

Bayesian empirical likelihood for quantile regression

(2012) Yunwen Yang et al.   ANNALS OF STATISTICS

Unified inference for sparse and dense longitudinal models

(2012) S. Kim et al.   BIOMETRIKA

Subgroup identification based on differential effect search-A recursive partitioning method for establishing response to treatment in patient subpopulations

(2011) Ilya Lipkovich et al.   STATISTICS IN MEDICINE

Subgroup identification from randomized clinical trial data

(2011) Jared C. Foster et al.   STATISTICS IN MEDICINE

The mean does not mean as much anymore: finding sub-groups for tailored therapeutics

(2010) Stephen J Ruberg et al.   Clinical Trials

Grouping Pursuit Through a Regularization Solution Surface

(2010) Xiaotong Shen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Rank-Based Estimation and Associated Inferences for Linear Models With Cluster Correlated Errors

(2009) John D. Kloke et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Modalities, Modes, and Models in Functional Neuroimaging

(2009) K. J. Friston   SCIENCE

Interaction Trees with Censored Survival Data

(2008) Xiaogang Su et al.  

Model-Based Recursive Partitioning

(2008) Achim Zeileis et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Gaussian predictive process models for large spatial data sets

(2008) Sudipto Banerjee et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Imaging and cancer: A review

(2008) Leonard Fass   Molecular Oncology

Group analysis of DTI fiber tract statistics with application to neurodevelopment

(2008) Casey B. Goodlett et al.   NEUROIMAGE