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2022 article

A Probit Tensor Factorization Model For Relational Learning

Liu, Y., Song, R., Lu, W., & Xiao, Y. (2022, March 10). *JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS*.

Source: Web Of Science

Added: March 28, 2022

2022 article

A general framework for subgroup detection via one-step value difference estimation

Johnson, D., Lu, W., & Davidian, M. (2022, August 2). *BIOMETRICS*.

Source: Web Of Science

Added: August 15, 2022

2022 article

CAPITAL: Optimal subgroup identification via constrained policy tree search

Cai, H., Lu, W., West, R. M., Mehrotra, D. V., & Huang, L. (2022, July 7). *STATISTICS IN MEDICINE*.

Source: Web Of Science

Added: July 26, 2022

2022 article

Distributed Cox proportional hazards regression using summary-level information

Li, D., Lu, W., Shu, D., Toh, S., & Wang, R. (2022, February 23). *BIOSTATISTICS*.

Source: Web Of Science

Added: March 7, 2022

2022 article

Functional data analysis for longitudinal data with informative observation times

Weaver, C., Xiao, L., & Lu, W. (2022, March 28). *BIOMETRICS*.

Source: Web Of Science

Added: April 8, 2022

2022 journal article

Phylogeny-guided microbiome OTU-specific association test (POST)

*MICROBIOME*.

Source: Web Of Science

Added: June 20, 2022

2022 journal article

TransModel: An R Package for Linear Transformation Model with Censored Data

*JOURNAL OF STATISTICAL SOFTWARE*.

Source: Web Of Science

Added: March 7, 2022

2021 journal article

CONCORDANCE AND VALUE INFORMATION CRITERIA FOR OPTIMAL TREATMENT DECISION

*ANNALS OF STATISTICS*, *49*(1), 49–75.

Source: Web Of Science

Added: March 22, 2021

2021 journal article

GEAR: On optimal decision making with auxiliary data

*STAT*.

Source: Web Of Science

Added: August 9, 2021

2021 journal article

Gene-set integrative analysis of multi-omics data using tensor-based association test

*BIOINFORMATICS*.

Source: Web Of Science

Added: October 18, 2021

2021 article

On estimating optimal regime for treatment initiation time based on restricted mean residual lifetime

Chen, X., Song, R., Zhang, J., Adams, S. A., Sun, L., & Lu, W. (2021, August 7). *BIOMETRICS*.

Source: Web Of Science

Added: August 16, 2021

2021 journal article

On restricted optimal treatment regime estimation for competing risks data

*BIOSTATISTICS*.

Source: Web Of Science

Added: August 9, 2021

2021 article

Online Testing of Subgroup Treatment Effects Based on Value Difference

*2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021)*.

Source: Web Of Science

Added: May 2, 2022

2021 journal article

Semiparametric estimation for proportional hazards mixture cure model allowing non-curable competing risk

*JOURNAL OF STATISTICAL PLANNING AND INFERENCE*, *211*, 171–189.

Source: Web Of Science

Added: November 2, 2020

2021 article

Statistical inference of the value function for reinforcement learning in infinite-horizon settings

Shi, C., Zhang, S., Lu, W., & Song, R. (2021, December 22). *JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY*.

Source: Web Of Science

Added: January 3, 2022

2021 journal article

Testing error heterogeneity in censored linear regression

*COMPUTATIONAL STATISTICS & DATA ANALYSIS*.

Source: Web Of Science

Added: June 21, 2021

2020 journal article

Association test using Copy Number Profile Curves (CONCUR) enhances power in rare copy number variant analysis

*PLOS COMPUTATIONAL BIOLOGY*, *16*(5).

Source: Web Of Science

Added: June 22, 2020

2020 journal article

MODELING AND ESTIMATION OF CONTAGION-BASED SOCIAL NETWORK DEPENDENCE WITH TIME-TO-EVENT DATA

*STATISTICA SINICA*, *30*(4), 2051–2074.

Source: Web Of Science

Added: October 26, 2020

2020 article

Model Selection With Mixed Variables on the Lasso Path

*SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS*.

Source: Web Of Science

Added: May 18, 2020

2020 article

Semiparametric estimation of the cure fraction in population-based cancer survival analysis

*STATISTICS IN MEDICINE*.

Source: Web Of Science

Added: August 10, 2020

2020 article

Semiparametric regression of the illness-death model with interval censored disease incidence time: An application to the ACLS data

*STATISTICAL METHODS IN MEDICAL RESEARCH*.

Source: Web Of Science

Added: July 27, 2020

2020 article

Statistical Inference for High-Dimensional Models via Recursive Online-Score Estimation

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*.

Source: Web Of Science

Added: February 10, 2020

2020 article

Statistical Inference for Online Decision Making: In a Contextual Bandit Setting

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*.

Source: Web Of Science

Added: July 27, 2020

2019 article

A Sparse Random Projection-Based Test for Overall Qualitative Treatment Effects

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*.

Source: Web Of Science

Added: July 29, 2019

2019 journal article

A varying-coefficient generalized odds rate model with time-varying exposure: An application to fitness and cardiovascular disease mortality

*BIOMETRICS*, *75*(3), 853–863.

Source: Web Of Science

Added: October 21, 2019

2019 article

ENTROPY LEARNING FOR DYNAMIC TREATMENT REGIMES

Jiang, B., Song, R., Li, J., Zeng, D., Lu, W., He, X., … Kallus, N. (2019, October). *STATISTICA SINICA*, Vol. 29, pp. 1633–1710.

Source: Web Of Science

Added: September 30, 2019

2019 journal article

Identifying individual risk rare variants using protein structure guided local tests (POINT)

*PLOS COMPUTATIONAL BIOLOGY*, *15*(2).

Source: Web Of Science

Added: March 25, 2019

2019 journal article

MM ALGORITHMS FOR VARIANCE COMPONENT ESTIMATION AND SELECTION IN LOGISTIC LINEAR MIXED MODEL

*STATISTICA SINICA*, *29*(3), 1585–1605.

Source: Web Of Science

Added: July 29, 2019

2019 journal article

Modelling and estimation for optimal treatment decision with interference

*Stat*, *8*(1).

Source: Crossref

Added: February 21, 2020

2019 journal article

ON TESTING CONDITIONAL QUALITATIVE TREATMENT EFFECTS

*ANNALS OF STATISTICS*, *47*(4), 2348–2377.

Source: Web Of Science

Added: June 17, 2019

2019 journal article

Robust regression for optimal individualized treatment rules

*Statistics in Medicine*, *38*(11), 2059–2073.

Source: Crossref

Added: February 21, 2020

2019 article

Testing and Estimation of Social Network Dependence With Time to Event Data

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*.

Source: Web Of Science

Added: July 8, 2019

2019 article

VARIANCE COMPONENT TEST FOR CROSS-DISORDER PATHWAY ANALYSIS

*EUROPEAN NEUROPSYCHOPHARMACOLOGY*, Vol. 29, pp. 1204–1205.

Source: Web Of Science

Added: August 12, 2019

2018 journal article

A Massive Data Framework for M-Estimators with Cubic-Rate

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*, *113*(524), 1698–1709.

Source: NC State University Libraries

Added: February 18, 2019

2018 journal article

An improved survival estimator for censored medical costs with a kernel approach

*COMMUNICATIONS IN STATISTICS-THEORY AND METHODS*, *47*(23), 5702–5716.

Source: NC State University Libraries

Added: October 16, 2018

2018 journal article

Computationally efficient estimation for the generalized odds rate mixture cure model with interval-censored data

*Journal of Computational and Graphical Statistics*, *27*(1), 48–58.

Source: NC State University Libraries

Added: August 6, 2018

2018 journal article

Deep advantage learning for optimal dynamic treatment regime

*Statistical Theory and Related Fields*, *2*(1), 80–88.

Source: Crossref

Added: February 21, 2020

2018 journal article

High-dimensional A-learning for optimal dynamic treatment regimes

*Annals of Statistics*, *46*(3), 925–957.

Source: NC State University Libraries

Added: August 6, 2018

2018 journal article

High-dimensional inference for personalized treatment decision

*Electronic Journal of Statistics*, *12*(1), 2074–2089.

Source: NC State University Libraries

Added: August 6, 2018

2018 journal article

Maximin projection learning for optimal treatment decision with heterogeneous individualized treatment effects

*JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY*, *80*(4), 681–702.

Source: NC State University Libraries

Added: October 19, 2018

2018 journal article

ON ESTIMATION OF THE OPTIMAL TREATMENT REGIME WITH THE ADDITIVE HAZARDS MODEL

*STATISTICA SINICA*, *28*(3), 1539–1560.

Source: NC State University Libraries

Added: December 3, 2018

2018 journal article

Sparse concordance-assisted learning for optimal treatment decision

*Journal of Machine Learning Research*, *18*.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

An expectation Maximization algorithm for fitting the generalized odds-rate model to interval censored data

*Statistics in Medicine*, *36*(7), 1157–1171.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Change-plane analysis for subgroup detection and sample size calculation

*Journal of the American Statistical Association*, *112*(518), 769–778.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Concordance-assisted learning for estimating optimal individualized treatment regimes

*Journal of the Royal Statistical Society. Series B, Statistical Methodology*, *79*(5), 1565–1582.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Doubly robust estimation of optimal treatment regimes for survival data-with application to an HIV/AIDS study

*Annals of Applied Statistics*, *11*(3), 1763–1786.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Efficient estimation for accelerated failure time model under case-cohort and nested case-control sampling

*Biometrics*, *73*(1), 114–123.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

On estimation of optimal treatment regimes for maximizing t-year survival probability

*Journal of the Royal Statistical Society. Series B, Statistical Methodology*, *79*(4), 1165–1185.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Optimal treatment regimes for survival endpoints using a locally-efficient doubly-robust estimator from a classification perspective

*Lifetime Data Analysis*, *23*(4), 585–604.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Semiparametric single-index model for estimating optimal individualized treatment strategy

*Electronic Journal of Statistics*, *11*(1), 364–384.

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Subgroup detection and sample size calculation with proportional hazards regression for survival data

*Statistics in Medicine*, *36*(29), 4646–4659.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Oracle estimation of parametric transformation models

*Electronic Journal of Statistics*, *10*(1), 90–120.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Rare variants association analysis in large-scale sequencing studies at the single locus level

*PLoS Computational Biology*, *12*(6).

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Robust learning for optimal treatment decision with NP-dimensionality

*Electronic Journal of Statistics*, *10*(2), 2894–2921.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

Sequential advantage selection for optimal treatment regime

*Annals of Applied Statistics*, *10*(1), 32–53.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

A fast multiple-kernel method with applications to detect gene-environment interaction

*Genetic Epidemiology*, *39*(6), 456–468.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Authors' Reply to comments on ‘Sample size calculation for the proportional hazards cure model’

Authors' Reply to comments on ‘Sample size calculation for the proportional hazards cure model.’ *Statistics in Medicine*, *34*(17), 2578–2580.

Source: Crossref

Added: August 14, 2021

2015 journal article

Forward stagewise shrinkage and addition for high dimensional censored regression

*Statistics in Biosciences*, *7*(2), 225–244.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

Groupwise Dimension Reduction via Envelope Method

*Journal of the American Statistical Association*, *110*(512), 1515–1527.

Source: Crossref

Added: August 14, 2021

2015 journal article

Identification of homogeneous and heterogeneous variables in pooled cohort studies

*Biometrics*, *71*(2), 397–403.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

On optimal treatment regimes selection for mean survival time

*Statistics in Medicine*, *34*(7), 1169–1184.

Source: NC State University Libraries

Added: August 6, 2018

2015 journal article

local buckley-james estimation for heteroscedastic accelerated failure time model

*Statistica Sinica*, *25*(3), 863–877.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

A model-free machine learning method for risk classification and survival probability prediction

*Stat*, *3*(1), 337–350.

Source: Crossref

Added: August 14, 2021

2014 journal article

Accelerated intensity frailty model for recurrent events data

*Biometrics*, *70*(3), 579–587.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Censored rank independence screening for high-dimensional survival data

*Biometrika*, *101*(4), 799–814.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Gene-level pharmacogenetic analysis on survival outcomes using gene-trait similarity regression

*Annals of Applied Statistics*, *8*(2), 1232–1255.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

NPHMC: An R-package for estimating sample size of proportional hazards mixture cure model

*Computer Methods and Programs in Biomedicine*, *113*(1), 290–300.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Sample size calculation for the proportional hazards model with a time-dependent covariate

*Computational Statistics & Data Analysis*, *74*, 217–227.

Source: NC State University Libraries

Added: August 6, 2018

2014 journal article

Testing goodness-of-fit for the proportional hazards model based on nested case-control data

*Biometrics*, *70*(4), 845–851.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

A unified approach to semiparametric transformation models under general biased sampling schemes

*Journal of the American Statistical Association*, *108*(501), 217–227.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Estimation and selection of complex covariate effects in pooled nested case-control studies with heterogeneity

*Biostatistics (Oxford, England)*, *14*(4), 682–694.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Kernel smoothed profile likelihood estimation in the accelerated failure time frailty model for clustered survival data

*Biometrika*, *100*(3), 741–755.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

More efficient estimators for case-cohort studies

*Biometrika*, *100*(3), 695–708.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Partially linear single index Cox regression model in nested case-control studies

*Computational Statistics & Data Analysis*, *67*, 199–212.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Physical activity/fitness peaks during perimenopause and BMI change patterns are not associated with baseline activity/fitness in women: a longitudinal study with a median 7-year follow-up

*British Journal of Sports Medicine*, *47*(2), 77–82.

Source: NC State University Libraries

Added: August 6, 2018

2013 journal article

Variable selection for optimal treatment decision

*Statistical Methods in Medical Research*, *22*(5), 493–504.

Source: NC State University Libraries

Added: August 6, 2018

2012 journal article

A Semi-nonparametric Approach to Joint Modeling of A Primary Binary Outcome and Longitudinal Data Measured at Discrete Informative Times

*Statistics in Biosciences*, *4*(2), 213–234.

Source: Crossref

Added: August 14, 2021

2012 journal article

On estimation of linear transformation models with nested case-control sampling

*Lifetime Data Analysis*, *18*(1), 80–93.

Source: NC State University Libraries

Added: August 6, 2018

2012 journal article

On the robustness of the adaptive lasso to model misspecification

*Biometrika*, *99*(3), 717–731.

Source: NC State University Libraries

Added: August 6, 2018

2012 journal article

Sample size calculation for the proportional hazards cure model

*Statistics in Medicine*, *31*(29), 3959–3971.

Source: NC State University Libraries

Added: August 6, 2018

2012 journal article

Variance estimation in censored quantile regression via induced smoothing

*Computational Statistics & Data Analysis*, *56*(4), 785–796.

Source: NC State University Libraries

Added: August 6, 2018

2011 journal article

Sufficient dimension reduction for censored regressions

*Biometrics*, *67*(2), 513–523.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

Cox regression in nested case-control studies with auxiliary covariates

*Biometrics*, *66*(2), 374–381.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

Cox regression model with time-varying coefficients in nested case-control studies

*Biostatistics (Oxford, England)*, *11*(4), 693–706.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

Efficient estimation for an accelerated failure time model with a cure fraction

*Statistica Sinica*, *20*(2), 661–674.

Source: NC State University Libraries

Added: August 6, 2018

2010 conference paper

Evaluation of distribution fault diagnosis algorithms using ROC curves

*Ieee power and energy soceity general meeting 2010*.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

Haplotype-based pharmacogenetic analysis for longitudinal quantitative traits in the presence of dropout

*Journal of Biopharmaceutical Statistics*, *20*(2), 334–350.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

On estimation of partially linear transformation models

*Journal of the American Statistical Association*, *105*(490), 683–691.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

On sparse estimation for semiparametric linear transformation models

*Journal of Multivariate Analysis*, *101*(7), 1594–1606.

Source: NC State University Libraries

Added: August 6, 2018

2010 journal article

Sparse estimation and inference for censored median regression

*Journal of Statistical Planning and Inference*, *140*(7), 1903–1917.

Source: NC State University Libraries

Added: August 6, 2018

2009 journal article

Efficiency comparison between mean and log-rank tests for recurrent event time data

*Science in China. Series A, Mathematics*, *52*(6), 1169–1180.

Source: NC State University Libraries

Added: August 6, 2018

2009 journal article

Joint modeling and analysis of longitudinal data with informative observation times

*Biometrics*, *65*(2), 377–384.

Source: NC State University Libraries

Added: August 6, 2018

2008 journal article

A Monte Carlo approach for change-point detection in the Cox proportional hazards model

*Statistics in Medicine*, *27*(19), 3894–3909.

Source: NC State University Libraries

Added: August 6, 2018

2008 journal article

Analysis of competing risks data with missing cause of failure under additive hazards model

*Statistica Sinica*, *18*(1), 219–234.

Source: NC State University Libraries

Added: August 6, 2018

2008 journal article

Boosting method for nonlinear transformation models with censored survival data

*Biostatistics (Oxford, England)*, *9*(4), 658–667.

Source: NC State University Libraries

Added: August 6, 2018

2008 journal article

Maximum likelihood estimation in the proportional hazards cure model

*Annals of the Institute of Statistical Mathematics*, *60*(3), 545–574.

Source: NC State University Libraries

Added: August 6, 2018

2008 journal article

Semiparametric analysis of mixture regression models with competing risks data

*Lifetime Data Analysis*, *14*(3), 231–252.

Source: NC State University Libraries

Added: August 6, 2018

2008 journal article

Sufficient dimension reduction with missing predictors

*Journal of the American Statistical Association*, *103*(482), 822–831.

Source: NC State University Libraries

Added: August 6, 2018

2007 journal article

Adaptive lasso for Cox's proportional hazards model

*Biometrika*, *94*(3), 691–703.

Source: NC State University Libraries

Added: August 6, 2018

2007 journal article

Atomic scale design of nanostructures

*Molecular Physics*, *105*(2-3), 147–156.

Source: NC State University Libraries

Added: August 6, 2018

2007 journal article

Tests of independence for censored bivariate failure time data

*Lifetime Data Analysis*, *13*(1), 75–90.

Source: NC State University Libraries

Added: August 6, 2018

2007 journal article

Variable selection for proportional odds model

*Statistics in Medicine*, *26*(20), 3771–3781.

Source: NC State University Libraries

Added: August 6, 2018

2006 journal article

Empirical likelihood inference for linear transformation models

*Journal of Multivariate Analysis*, *97*(7), 1586–1599.

Source: NC State University Libraries

Added: August 6, 2018

2006 journal article

Interval mapping of quantitative trait loci for time-to-event data with the proportional hazards mixture cure model

*Biometrics*, *62*(4), 1053–1061.

Source: NC State University Libraries

Added: August 6, 2018

2006 journal article

Mixture cure model with an application to interval mapping of quantitative trait loci

*Lifetime Data Analysis*, *12*(4), 421–440.

Source: NC State University Libraries

Added: August 6, 2018

2006 journal article

Semiparametric transformation models for the case-cohort study

*Biometrika*, *93*(1), 207–214.

Source: NC State University Libraries

Added: August 6, 2018

2005 journal article

Marginal regression of multivariate event times based on linear transformation models

*Lifetime Data Analysis*, *11*(3), 389–404.

Source: NC State University Libraries

Added: August 6, 2018