Published in Int J Biostat on May 01, 2016
Rejoinder to Tan. Int J Biostat (2008) 6.21
Super learner. Stat Appl Genet Mol Biol (2007) 5.73
Estimation of direct causal effects. Epidemiology (2006) 3.78
Pillbox organizers are associated with improved adherence to HIV antiretroviral therapy and viral suppression: a marginal structural model analysis. Clin Infect Dis (2007) 3.16
Survival ensembles. Biostatistics (2005) 2.88
Deletion/substitution/addition algorithm in learning with applications in genomics. Stat Appl Genet Mol Biol (2004) 2.77
History-adjusted marginal structural models for estimating time-varying effect modification. Am J Epidemiol (2007) 2.56
Longitudinal change of biomarkers in cognitive decline. Arch Neurol (2011) 2.51
Multiple testing. Part I. Single-step procedures for control of general type I error rates. Stat Appl Genet Mol Biol (2004) 2.34
Occupational exposure to formaldehyde, hematotoxicity, and leukemia-specific chromosome changes in cultured myeloid progenitor cells. Cancer Epidemiol Biomarkers Prev (2010) 2.34
Diagnosing and responding to violations in the positivity assumption. Stat Methods Med Res (2010) 2.29
Long-term consequences of the delay between virologic failure of highly active antiretroviral therapy and regimen modification. AIDS (2008) 2.25
Seasonality of rotavirus disease in the tropics: a systematic review and meta-analysis. Int J Epidemiol (2008) 2.14
Multiple testing methods for ChIP-Chip high density oligonucleotide array data. J Comput Biol (2006) 2.08
Empirical efficiency maximization: improved locally efficient covariate adjustment in randomized experiments and survival analysis. Int J Biostat (2008) 2.06
An application of Random Forests to a genome-wide association dataset: methodological considerations & new findings. BMC Genet (2010) 1.96
A targeted maximum likelihood estimator of a causal effect on a bounded continuous outcome. Int J Biostat (2010) 1.89
Pharmacogenetic analysis of lithium-induced delayed aging in Caenorhabditis elegans. J Biol Chem (2007) 1.86
Causal inference methods to study nonrandomized, preexisting development interventions. Proc Natl Acad Sci U S A (2010) 1.86
Assessing the effectiveness of antiretroviral adherence interventions. Using marginal structural models to replicate the findings of randomized controlled trials. J Acquir Immune Defic Syndr (2006) 1.81
Using regression models to analyze randomized trials: asymptotically valid hypothesis tests despite incorrectly specified models. Biometrics (2009) 1.77
Do changes in spousal employment status lead to domestic violence? Insights from a prospective study in Bangalore, India. Soc Sci Med (2009) 1.66
Biomarker discovery using targeted maximum-likelihood estimation: application to the treatment of antiretroviral-resistant HIV infection. Stat Med (2009) 1.57
An application of collaborative targeted maximum likelihood estimation in causal inference and genomics. Int J Biostat (2010) 1.48
Drivers of water quality variability in northern coastal Ecuador. Environ Sci Technol (2009) 1.47
Insulin-like signaling determines survival during stress via posttranscriptional mechanisms in C. elegans. Cell Metab (2010) 1.46
Optimal recall period for caregiver-reported illness in risk factor and intervention studies: a multicountry study. Am J Epidemiol (2013) 1.46
Collaborative targeted maximum likelihood for time to event data. Int J Biostat (2010) 1.41
Statistical methods for analyzing sequentially randomized trials. J Natl Cancer Inst (2007) 1.41
Simple optimal weighting of cases and controls in case-control studies. Int J Biostat (2008) 1.40
Targeted maximum likelihood estimation of the parameter of a marginal structural model. Int J Biostat (2010) 1.31
Temporal transcriptomic microarray analysis of "Dehalococcoides ethenogenes" strain 195 during the transition into stationary phase. Appl Environ Microbiol (2008) 1.31
Toxicogenomic profiling of chemically exposed humans in risk assessment. Mutat Res (2010) 1.30
Supervised detection of conserved motifs in DNA sequences with cosmo. Stat Appl Genet Mol Biol (2007) 1.29
Lower-body function, neighborhoods, and walking in an older population. Am J Prev Med (2010) 1.26
A practical illustration of the importance of realistic individualized treatment rules in causal inference. Electron J Stat (2007) 1.25
Discovery of novel biomarkers by microarray analysis of peripheral blood mononuclear cell gene expression in benzene-exposed workers. Environ Health Perspect (2005) 1.24
Simple, efficient estimators of treatment effects in randomized trials using generalized linear models to leverage baseline variables. Int J Biostat (2010) 1.23
Individualized treatment rules: generating candidate clinical trials. Stat Med (2007) 1.19
Super learning: an application to the prediction of HIV-1 drug resistance. Stat Appl Genet Mol Biol (2007) 1.18
Aberrations in chromosomes associated with lymphoma and therapy-related leukemia in benzene-exposed workers. Environ Mol Mutagen (2007) 1.17
The relative performance of targeted maximum likelihood estimators. Int J Biostat (2011) 1.17
Quantile-function based null distribution in resampling based multiple testing. Stat Appl Genet Mol Biol (2006) 1.14
Nonlinearity in demographic and behavioral determinants of morbidity. Health Serv Res (2003) 1.13
Targeted maximum likelihood estimation of natural direct effects. Int J Biostat (2012) 1.13
Evidence for both innate and acquired mechanisms of protection from Plasmodium falciparum in children with sickle cell trait. Blood (2012) 1.13
Regulatory motif finding by logic regression. Bioinformatics (2004) 1.12
Global gene expression profiling of a population exposed to a range of benzene levels. Environ Health Perspect (2010) 1.10
Causal models and learning from data: integrating causal modeling and statistical estimation. Epidemiology (2014) 1.10
A causal inference approach for constructing transcriptional regulatory networks. Bioinformatics (2005) 1.08
Empirical Bayes and resampling based multiple testing procedure controlling tail probability of the proportion of false positives. Stat Appl Genet Mol Biol (2005) 1.07
A general implementation of TMLE for longitudinal data applied to causal inference in survival analysis. Int J Biostat (2012) 1.05
Analyzing sequentially randomized trials based on causal effect models for realistic individualized treatment rules. Stat Med (2008) 1.05
Inequalities in body mass index and smoking behavior in 70 countries: evidence for a social transition in chronic disease risk. Am J Epidemiol (2012) 1.05
Gel versus capillary electrophoresis genotyping for categorizing treatment outcomes in two anti-malarial trials in Uganda. Malar J (2010) 1.04
Supervised distance matrices. Stat Appl Genet Mol Biol (2008) 1.04
Chromosome-wide aneuploidy study (CWAS) in workers exposed to an established leukemogen, benzene. Carcinogenesis (2011) 1.03
Changes in the peripheral blood transcriptome associated with occupational benzene exposure identified by cross-comparison on two microarray platforms. Genomics (2009) 1.01
Use of OctoChrome fluorescence in situ hybridization to detect specific aneuploidy among all 24 chromosomes in benzene-exposed workers. Chem Biol Interact (2005) 1.01
Simulation methods to estimate design power: an overview for applied research. BMC Med Res Methodol (2011) 1.01
Real-time visualization of cytoplasmic calpain activation and calcium deregulation in acute glutamate excitotoxicity. J Neurochem (2009) 1.00
Systems biology of human benzene exposure. Chem Biol Interact (2009) 0.99
Causal inference in epidemiological studies with strong confounding. Stat Med (2012) 0.98
Pregnancy intentions and teenage pregnancy among Latinas: a mediation analysis. Perspect Sex Reprod Health (2010) 0.97
Environmental justice implications of arsenic contamination in California's San Joaquin Valley: a cross-sectional, cluster-design examining exposure and compliance in community drinking water systems. Environ Health (2012) 0.97
The histone deacetylase inhibitor trichostatin a has genotoxic effects in human lymphoblasts in vitro. Toxicol Sci (2006) 0.97
Predictive ability and stability of adolescents' pregnancy intentions in a predominantly Latino community. Stud Fam Plann (2010) 0.97
Data-adaptive test statistics for microarray data. Bioinformatics (2005) 0.97
Inverse probability weighting in sexually transmitted infection/human immunodeficiency virus prevention research: methods for evaluating social and community interventions. Sex Transm Dis (2010) 0.97
Nonrandom aneuploidy of chromosomes 1, 5, 6, 7, 8, 9, 11, 12, and 21 induced by the benzene metabolites hydroquinone and benzenetriol. Environ Mol Mutagen (2005) 0.95
Adaptive pair-matching in randomized trials with unbiased and efficient effect estimation. Stat Med (2014) 0.95
Statistical inference for simultaneous clustering of gene expression data. Math Biosci (2002) 0.94
A statistical method for constructing transcriptional regulatory networks using gene expression and sequence data. J Comput Biol (2005) 0.94
Organophosphorous pesticide breakdown products in house dust and children's urine. J Expo Sci Environ Epidemiol (2012) 0.94
Depressive symptoms in low-income women in rural Mexico. Epidemiology (2007) 0.93
Eccentric exercise activates novel transcriptional regulation of hypertrophic signaling pathways not affected by hormone changes. PLoS One (2010) 0.93
Targeted estimation of nuisance parameters to obtain valid statistical inference. Int J Biostat (2014) 0.92
Causal inference in longitudinal studies with history-restricted marginal structural models. Electron J Stat (2007) 0.92
Multiple testing and data adaptive regression: an application to HIV-1 sequence data. Stat Appl Genet Mol Biol (2005) 0.92
Targeted minimum loss based estimator that outperforms a given estimator. Int J Biostat (2012) 0.92
Super learner based conditional density estimation with application to marginal structural models. Int J Biostat (2011) 0.92
Genome-wide functional profiling reveals genes required for tolerance to benzene metabolites in yeast. PLoS One (2011) 0.91
A doubly robust censoring unbiased transformation. Int J Biostat (2007) 0.91
Cross-validated bagged prediction of survival. Stat Appl Genet Mol Biol (2006) 0.91
Identification and efficient estimation of the natural direct effect among the untreated. Biometrics (2013) 0.90
Microarray analysis of gene expression in peripheral blood mononuclear cells from dioxin-exposed human subjects. Toxicology (2006) 0.90
Using variable importance measures from causal inference to rank risk factors of schistosomiasis infection in a rural setting in China. Epidemiol Perspect Innov (2010) 0.90
Leukaemia-specific chromosome damage detected by comet with fluorescence in situ hybridization (comet-FISH). Mutagenesis (2007) 0.90
Use of 'Omic' technologies to study humans exposed to benzene. Chem Biol Interact (2005) 0.88
Effect of chemical mutagens and carcinogens on gene expression profiles in human TK6 cells. PLoS One (2012) 0.88
Association of genetic variation in cystathionine-beta-synthase and arsenic metabolism. Environ Res (2010) 0.88
Polymorphisms in ghrelin and neuropeptide Y genes are associated with non-Hodgkin lymphoma. Cancer Epidemiol Biomarkers Prev (2005) 0.88
Assessing the causal effect of policies: an example using stochastic interventions. Int J Biostat (2013) 0.87
A targeted maximum likelihood estimator for two-stage designs. Int J Biostat (2011) 0.87
Sensitivity analysis for causal inference under unmeasured confounding and measurement error problems. Int J Biostat (2013) 0.86
Worker exposure to volatile organic compounds in the vehicle repair industry. J Occup Environ Hyg (2007) 0.85
Second-Order Inference for the Mean of a Variable Missing at Random. Int J Biostat (2016) 0.83
Targeted learning in real-world comparative effectiveness research with time-varying interventions. Stat Med (2014) 0.83