Identification of predicted individual treatment effects in randomized clinical trials

Use of auxiliary covariates in estimating a biomarker-adjusted treatment effect model with clinical trial data

(2016) Zhiwei Zhang et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Multiple Imputation with Diagnostics (mi) inR: Opening Windows into the Black Box

(2015) Yu-Sung Su et al.   Journal of Statistical Software

Strategies for Identifying Predictive Biomarkers and Subgroups with Enhanced Treatment Effect in Clinical Trials Using SIDES

(2014) Ilya Lipkovich et al.   Journal of Biopharmaceutical Statistics

Estimating treatment effect heterogeneity in randomized program evaluation

(2013) Kosuke Imai et al.   Annals of Applied Statistics

Personalizing the treatment of women with early breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2013

(2013) A. Goldhirsch et al.   ANNALS OF ONCOLOGY

Treatment Benefit and Treatment Harm Rate to Characterize Heterogeneity in Treatment Effect

(2013) Changyu Shen et al.   BIOMETRICS

Adaptive enrichment designs for clinical trials

(2013) N. Simon et al.   BIOSTATISTICS

Different analyses estimate different parameters of the effect of erythropoietin stimulating agents on survival in end stage renal disease: a comparison of payment policy analysis, instrumental variables, and multiple imputation of potential outcomes

(2013) David D. Dore et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Treatment Heterogeneity and Individual Qualitative Interaction

(2012) Robert S. Poulson et al.   AMERICAN STATISTICIAN

Assessing Treatment-Selection Markers using a Potential Outcomes Framework

(2012) Ying Huang et al.   BIOMETRICS

Two-stage testing procedures with independent filtering for genome-wide gene-environment interaction

(2012) J. Y. Dai et al.   BIOMETRIKA

Randomized Phase II Trial Designs With Biomarkers

(2012) Boris Freidlin et al.   JOURNAL OF CLINICAL ONCOLOGY

Tree-structured analysis of treatment effects with large observational data

(2011) Joseph Kang et al.   JOURNAL OF APPLIED STATISTICS

Interaction trees: exploring the differential effects of an intervention programme for breast cancer survivors

(2011) Xiaogang Su et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Subgroup identification from randomized clinical trial data

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

Analysis of randomized comparative clinical trial data for personalized treatment selections

(2010) T. Cai et al.   BIOSTATISTICS

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

(2010) Stephen J Ruberg et al.   Clinical Trials

Combining an Additive and Tree-Based Regression Model Simultaneously: STIMA

(2010) Elise Dusseldorp et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

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