Works (85)

2020 journal article

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

PLOS COMPUTATIONAL BIOLOGY, 16(5).

By: A. Brucker, W. Lu, R. West, Q. Yu, C. Hsiao, T. Hsiao, C. Lin, P. Magnusson ...

Source: Web Of Science
Added: June 22, 2020

2020 article

Model Selection With Mixed Variables on the Lasso Path

SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS.

By: X. Jeng, H. Peng & W. Lu

Source: Web Of Science
Added: May 18, 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.

By: J. Zhou, J. Zhang, A. McLain, W. Lu, X. Sui & J. Hardin

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.

By: C. Shi, R. Song, W. Lu & R. Li

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.

By: H. Chen, W. Lu & R. Song

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.

By: C. Shi, W. Lu & R. Song

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.

By: J. Zhou, J. Zhang, A. Mclain, W. Lu, X. Sui & J. Hardin

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.

By: B. Jiang, R. Song, J. Li, D. Zeng, W. Lu, X. He, S. Xu, J. Wang ...

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).

By: R. West, W. Lu, D. Rotroff, M. Kuenemann, S. Chang, M. Wu, M. Wagner, J. Buse ...

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.

By: L. Hu, W. Lu, J. Zhou & H. Zhou

Source: Web Of Science
Added: July 29, 2019

2019 journal article

Modelling and estimation for optimal treatment decision with interference

Stat, 8(1).

By: L. Su, W. Lu & R. Song

Source: Crossref
Added: February 21, 2020

2019 journal article

ON TESTING CONDITIONAL QUALITATIVE TREATMENT EFFECTS

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

By: C. Shi, R. Song & W. Lu

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.

By: W. Xiao, H. Zhang & W. Lu

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.

By: L. Su, W. Lu, R. Song & D. Huang

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.

By: J. Szatkiewicz, R. Marceau, Z. Yilmaz, C. Bulik, J. Crowley, M. Mattheisen, P. Sullivan, W. Lu, A. Maity, J. Tzeng

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.

By: C. Shi, W. Lu & R. Song

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.

By: S. Chen, W. Lu & H. Zhao

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.

By: J. Zhou, J. Zhang & W. Lu

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.

By: S. Liang, W. Lu & R. Song

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.

By: C. Shi, A. Fan, R. Song & W. Lu

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.

By: X. Jeng, W. Lu & H. Peng

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.

By: C. Shi, R. Song, W. Lu & B. Fu

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.

By: S. Kang, W. Lu & J. Zhang

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.

By: S. Liang, W. Lu, R. Song & L. Wang

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.

By: J. Zhou, J. Zhang & W. Lu

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.

By: A. Fan, R. Song & W. Lu

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.

By: C. Fan, W. Lu, R. Song & Y. Zhou

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.

By: R. Jiang, W. Lu, R. Song, M. Hudgens & S. Naprvavnik

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.

By: S. Kang, W. Lu & M. Liu

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.

By: R. Jiang, W. Lu, R. Song & M. Davidian

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.

By: X. Bai, A. Tsiatis, W. Lu & R. Song

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.

By: R. Song, S. Luo, D. Zeng, H. Zhang, W. Lu & Z. Li

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.

By: S. Kang, W. Lu & R. Song

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.

By: Y. Goldberg, W. Lu & J. Fine

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).

By: X. Jeng, Z. Daye, W. Lu & J. Tzeng

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.

By: C. Shi, R. Song & W. Lu

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.

By: A. Fan, W. Lu & R. Song

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.

By: R. Marceau, W. Lu, S. Holloway, M. Sale, B. Worrall, S. Williams, F. Hsu, J. Tzeng

Source: NC State University Libraries
Added: August 6, 2018

2015 journal article

Forward stagewise shrinkage and addition for high dimensional censored regression

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

By: Z. Guo, W. Lu & L. Li

Source: NC State University Libraries
Added: August 6, 2018

2015 journal article

Identification of homogeneous and heterogeneous variables in pooled cohort studies

Biometrics, 71(2), 397–403.

By: X. Cheng, W. Lu & M. Liu

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.

By: Y. Geng, H. Zhang & W. Lu

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.

By: L. Pang, W. Lu & H. Wang

Source: NC State University Libraries
Added: August 6, 2018

2014 journal article

Accelerated intensity frailty model for recurrent events data

Biometrics, 70(3), 579–587.

By: B. Liu, W. Lu & J. Zhang

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.

By: R. Song, W. Lu, S. Ma & X. Jeng

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.

By: J. Tzeng, W. Lu & F. Hsu

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.

By: C. Cai, S. Wang, W. Lu & J. Zhang

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.

By: S. Wang, J. Zhang & W. Lu

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.

By: W. Lu, M. Liu & Y. Chen

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.

By: J. Kim, W. Lu, T. Sit & Z. Ying

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.

By: M. Liu, W. Lu, V. Krogh, G. Hallmans, T. Clendenen & A. Zeleniuch-Jacquotte

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.

By: B. Liu, W. Lu & J. Zhang

Source: NC State University Libraries
Added: August 6, 2018

2013 journal article

More efficient estimators for case-cohort studies

Biometrika, 100(3), 695–708.

By: S. Kim, J. Cai & W. Lu

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.

By: S. Shang, M. Liu, A. Zeleniuch-Jacquotte, T. Clendenen, V. Krogh, G. Hallmans, W. Lu

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.

By: X. Sui, J. Zhang, D. Lee, T. Church, W. Lu, J. Liu, S. Blair

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.

By: W. Lu, H. Zhang & D. Zeng

Source: NC State University Libraries
Added: August 6, 2018

2012 journal article

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

Lifetime Data Analysis, 18(1), 80–93.

By: W. Lu & M. Liu

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.

By: W. Lu, Y. Goldberg & J. Fine

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.

By: S. Wang, J. Zhang & W. Lu

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.

By: L. Pang, W. Lu & H. Wang

Source: NC State University Libraries
Added: August 6, 2018

2011 journal article

Sufficient dimension reduction for censored regressions

Biometrics, 67(2), 513–523.

By: W. Lu & L. Li

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.

By: M. Liu, W. Lu & C. Tseng

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.

By: M. Liu, W. Lu, R. Shore & A. Zeleniuch-Jacquotte

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.

By: W. Lu

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.

By: Y. Cai, M. Chow, W. Lu & L. Li

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.

By: J. Tzeng, W. Lu, M. Farmen, Y. Liu & P. Sullivan

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.

By: W. Lu & H. Zhang

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.

By: H. Zhang, W. Lu & H. Wang

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.

By: J. Shows, W. Lu & H. Zhang

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.

By: W. Lu

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.

By: Y. Liang, W. Lu & Z. Ying

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.

By: M. Liu, W. Lu & Y. Shao

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.

By: W. Lu & Y. Liang

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.

By: W. Lu & L. Li

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.

By: W. Lu

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.

By: W. Lu & L. Peng

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.

By: L. Li & W. Lu

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.

By: H. Zhang & W. Lu

Source: NC State University Libraries
Added: August 6, 2018

2007 journal article

Atomic scale design of nanostructures

Molecular Physics, 105(2-3), 147–156.

By: J. Bernholc, W. Lu, S. Nakhmanson, P. Hahn, V. Meunier, M. Nardelli, W. Schmidt

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.

By: W. Lu

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.

By: W. Lu & H. Zhang

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.

By: W. Lu & Y. Liang

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.

By: M. Liu, W. Lu & Y. Shao

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.

By: M. Liu, W. Lu & Y. Shao

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.

By: W. Lu & A. Tsiatis

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.

By: W. Lu

Source: NC State University Libraries
Added: August 6, 2018