Articles By Keyword

. "The case-only independence assumption: associations between genetic polymorphisms and smoking among controls in two population-based studies.." Int J Mol Epidemiol Genet. 2012;3(4):333-60. Pub Med
. "Discussion of "Connections between survey calibration estimators and semiparametric models for incomplete data" by T. Lumley, P.A. Shaw & J.Y. Dai.." Int Stat Rev. 2011;79(2):221-223. Pub Med
. "Assessing variability of complex descriptive statistics in Monte Carlo studies using resampling methods.." Int Stat Rev. 2015;83(2):228-238. Pub Med
. "Targeted local support vector machine for age-dependent classification.." J Am Stat Assoc. 2014;109(507):1174-1187. Pub Med
. "Bayesian nonparametric policy search with application to periodontal recall intervals.." J Am Stat Assoc. 2020;115(531):1066-1078. Pub Med
. "Comment on ``Bayesian nonparametric estimation for dynamic treatment regimes with sequential transition tmes, by Xu, Y., Muller, P. Wahed, AS and Thall, PF.''." J Am Stat Assoc. 2016;111(515):942-947. Pub Med
. " Estimating dynamic treatment regimes in mobile health using V-learning.." J Am Stat Assoc. 2020;115(530):692-706. Pub Med
. "Bayesian generalized low rank regression models for neuroimaging phenotypes and genetic markers.." J Am Stat Assoc. 2014;109(507):997-990. Pub Med
. "Comment on ``Bayesian nonparametric estimation for dynamic treatment regimes with sequential transition times, by Xu, Y., Muller, P. Wahed, AS and Thall, PF.''." J Am Stat Assoc. 2016;111(515):936-942. Pub Med
. "A sparse random projection-based test for overall qualitative treatment effects.." J Am Stat Assoc. 2020;115(531):1201-1213. Pub Med
. "Efficient signal inclusion with genomic applications." J Am Stat Assoc. 2019;114(528):1787-1799. Pub Med
. "FSEM: Functional structural equation models for twin functional data.." J Am Stat Assoc. 2019;114(525):344-357. Pub Med
. "Residual weighted learning for estimating individualized treatment rules.." J Am Stat Assoc. 2017;112(517):169-187. Pub Med
. "Robust score tests with missing data in genomics studies." J Am Stat Assoc. 2019;114(528):1778-1786. Pub Med
. "Efficient robust regression via two-stage generalized empirical likelihood.." J Am Stat Assoc. 2013;108(502):644-655. Pub Med
. "Proper inference for value function in high-dimensional Q-learning for dynamic treatment regimes.." J Am Stat Assoc. 2019;114(527):1404-1417. Pub Med
. "Combining multiple observational data sources to estimate causal effects.." J Am Stat Assoc. 2020;115(531):1540-1554. Pub Med
. "Reinforcement learning trees.." J Am Stat Assoc. 2015;110(512):1770-1784. Pub Med
. "Inverse regression estimation for censored data.." J Am Stat Assoc. 2011;106(493):178-190. Pub Med
. "Interpretable dynamic treatment regimes.." J Am Stat Assoc. 2018;113(524):1541-1549. Pub Med
. "Change-plane analysis for subgroup detection and sample size calculation.." J Am Stat Assoc. 2017;112(518):769-778. Pub Med
. "Auxiliary marker-assisted classification in the absence of class identifiers.." J Am Stat Assoc. 2013;108(502):553-565. Pub Med
. "Analysis of sequence data under multivariate trait-dependent sampling.." J Am Stat Assoc. 2015;110(510):560-572. Pub Med
. "Personalized dose finding using outcome weighted learning.." J Am Stat Assoc. 2016;111(516):1509-1521. Pub Med
. "A nonparametric spatial model for periodontal data with non-random missingness.." J Am Stat Assoc. 2013;108(503):. Pub Med
. "Consistent high-dimensional Bayesian variable selection via penalized credible regions.." J Am Stat Assoc. 2012;107(500):1610-1624. Pub Med
. "Unified analysis of secondary traits in case-control association studies.." J Am Stat Assoc. 2013;108(502):. Pub Med
. "Efficient semiparametric inference under two-phase sampling, with applications to genetic association studies.." J Am Stat Assoc. 2017;112(520):1468-1476. Pub Med
. "Weighted NPMLE for the subdistribution of a competing risk.." J Am Stat Assoc. 2019;114(525):259-270. Pub Med
. "Efficient estimation of semiparametric transformation models for two-phase cohort studies.." J Am Stat Assoc. 2014;109(505):371-383. Pub Med
. "New statistical learning methods for estimating optimal dynamic treatment regimes.." J Am Stat Assoc. 2015;110(510):583-598. Pub Med
. "Functional feature construction for individualized treatment regimes.." J Am Stat Assoc. 2017;113(523):1219-1227. Pub Med
. "Tensor regression with applications in neuroimaging data analysis.." J Am Stat Assoc. 2013;108(502):540-552. Pub Med
. "SPReM: Sparse projection regression model for high-dimensional linear regression.." J Am Stat Assoc. 2015;110(509):289-302. Pub Med
. "A massive data framework for M-estimators with cubic-rate.." J Am Stat Assoc. 2018;113(524):1698-1709. Pub Med
. "Interaction screening for ultra-high dimensional data.." J Am Stat Assoc. 2014;109(507):1285-1301. Pub Med
. "Statistical significance and the dichotomization of evidence: The relevance of the ASA statement on statistical significance and p-values for Statisticians.." J Am Stat Assoc. 2017;112(519):902-904. Pub Med
. "Analysis of the proportional hazards model with sparse longitudinal covariates.." J Am Stat Assoc. 2015;110(511):1187-1196. Pub Med
. "Proper use of allele-specific expression improves statistical power for cis-eQTL mapping with RNA-Seq data.." J Am Stat Assoc. 2015;110(511):962-974. Pub Med
. "Asymptotically normal and efficient estimation of covariate-adjusted Gaussian graphical model.." J Am Stat Assoc. 2016;111(513):394-406. Pub Med
. "Efficient estimation for semiparametric structural equation models with censored data. ." J Am Stat Assoc. 2018;113(522):893-905. Pub Med
. "Estimating individualized treatment rules using outcome weighted learning.." J Am Stat Assoc. 2012;107(449):1106-1118. Pub Med
. "Variable selection in nonparametric classification via measurement error model selection likelihoods.." J Am Stat Assoc. 2014;109(506):574-589. Pub Med
. "Interactive Q-learning for quantiles.." J Am Stat Assoc. 2017;112(518):638-649. Pub Med
. "Quantile-optimal treatment regimens.." J Am Stat Assoc. 2018;113(523):1243-1254. Pub Med
. "Comment on "Adaptive confidence intervals for the test error in classification"." J Am Stat Assoc. 2011;106(495):920-924. Pub Med
. "A tailored multivariate mixture model for detecting proteins of concordant change among virulent strains of Clostridium Perfringens.." J Am Stat Assoc. 2018;113(522):546-559. Pub Med
. "Hard or soft classification? Large-margin unified machines.." J Am Stat Assoc. 2011;106(493):166-177. Pub Med
. "Active clinical trials for personalized medicine.." J Am Stat Assoc. 2016;111(514):875-887. Pub Med
. "Semiparametric regression analysis of multiple right- and interval-censored events.." J Am Stat Assoc. 2019;114(527):1232-1240. Pub Med