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Updated: November 8th, 2023 05:00

2023 journal article

DYNAMIC PREDICTION OF RESIDUAL LIFE WITH LONGITUDINAL COVARIATES USING LONG SHORT-TERM MEMORY NETWORKS

*ANNALS OF APPLIED STATISTICS*, *17*(3), 2039โ2058.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: November 6, 2023

2023 article

On Learning and Testing of Counterfactual Fairness through Data Preprocessing

Chen, H., Lu, W., Song, R., & Ghosh, P. (2023, April 12). *JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*, Vol. 4.

co-author countries:
India ๐ฎ๐ณ United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: May 1, 2023

2023 article

Targeted optimal treatment regime learning using summary statistics

Chu, J., Lu, W., & Yang, S. (2023, March 15). *BIOMETRIKA*, Vol. 3.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: May 22, 2023

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*, Vol. 3.

co-author countries:
China ๐จ๐ณ United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

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*, Vol. 8.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: August 15, 2022

2022 article

A multiplicative structural nested mean model for zero-inflated outcomes

Yu, M., Lu, W., Yang, S., & Ghosh, P. (2022, August 19). *BIOMETRIKA*, Vol. 8.

co-author countries:
India ๐ฎ๐ณ United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: January 3, 2023

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*.

co-author countries:
United States of America ๐บ๐ธ

author keywords: constrained policy tree search; optimal subgroup identification; personalized medicine

MeSH headings : Algorithms; Humans; Policy; Precision Medicine / methods; Research Design

Source: Web Of Science

Added: July 26, 2022

2022 article

Change-plane analysis for subgroup detection with a continuous treatment

Jin, P., Lu, W., Chen, Y., & Liu, M. (2022, October 24). *BIOMETRICS*.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: October 31, 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*.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: March 7, 2022

2022 journal article

EFFICIENT ESTIMATION FOR DIMENSION REDUCTION WITH CENSORED SURVIVAL DATA

*STATISTICA SINICA*, *32*, 2359โ2380.

Source: Web Of Science

Added: October 11, 2022

2022 article

Functional data analysis for longitudinal data with informative observation times

Weaver, C., Xiao, L., & Lu, W. (2022, March 28). *BIOMETRICS*, Vol. 3.

co-author countries:
United States of America ๐บ๐ธ

author keywords: functional data analysis; informative observation times; longitudinal data; penalized splines

MeSH headings : Models, Statistical; Longitudinal Studies; Computer Simulation

Sources: Web Of Science, ORCID

Added: February 22, 2022

2022 article

Marginal proportional hazards models for clustered interval-censored data with time-dependent covariates

Cook, K., Lu, W., & Wang, R. (2022, December 1). *BIOMETRICS*.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: December 19, 2022

2022 journal article

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

*MICROBIOME*, *10*(1).

co-author countries:
United States of America ๐บ๐ธ

author keywords: Association test; Phylogenetic tree; Kernel machine regression

MeSH headings : Computational Biology / methods; Computer Simulation; Female; Humans; Infant, Newborn; Microbiota / genetics; Phylogeny; Premature Birth

Sources: Web Of Science, ORCID

Added: June 20, 2022

2022 journal article

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

*JOURNAL OF STATISTICAL SOFTWARE*, *101*(9).

co-author countries:
United States of America ๐บ๐ธ

author keywords: transformation model; right censored data

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), 49โ75.

Sources: Web Of Science, ORCID

Added: March 22, 2021

2021 journal article

GEAR: On optimal decision making with auxiliary data

*STAT*, *10*(1).

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: August 9, 2021

2021 journal article

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

*BIOINFORMATICS*, *37*(16), 2259โ2265.

co-author countries:
Taiwan, Province of China ๐น๐ผ United States of America ๐บ๐ธ

Source: Web Of Science

Added: October 18, 2021

2021 journal article

Model Selection With Mixed Variables on the Lasso Path

*SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS*, *83*(1), 170โ184.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: May 18, 2020

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*, Vol. 8.

co-author countries:
China ๐จ๐ณ United States of America ๐บ๐ธ

author keywords: individualized treatment regime; kernel estimation; optimal treatment initiation time; time-to-event data; value function

MeSH headings : Humans; Models, Statistical; Computer Simulation

Sources: Web Of Science, ORCID

Added: August 16, 2021

2021 journal article

On restricted optimal treatment regime estimation for competing risks data

*BIOSTATISTICS*, *22*(2), 217โ232.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Competing risks data; Cumulative incidence function; Optimal treatment regime; Side effects; Value search method

MeSH headings : Data Interpretation, Statistical; Humans; Incidence; Risk Assessment

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)*, pp. 1463โ1468.

co-author countries:
United States of America ๐บ๐ธ

author keywords: sequential testing; heterogeneous treatment effects

Sources: Web Of Science, ORCID

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*, 171โ189.

co-author countries:
China ๐จ๐ณ United States of America ๐บ๐ธ

Source: Web Of Science

Added: November 2, 2020

2021 journal article

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

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*, *116*(535), 1307โ1318.

co-author countries:
United Kingdom of Great Britain and Northern Ireland ๐ฌ๐ง United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: February 10, 2020

2021 journal article

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

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*, *116*(533), 240โ255.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: July 27, 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*, Vol. 12.

co-author countries:
United Kingdom of Great Britain and Northern Ireland ๐ฌ๐ง United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: January 3, 2022

2021 journal article

Testing error heterogeneity in censored linear regression

*COMPUTATIONAL STATISTICS & DATA ANALYSIS*, *161*.

co-author countries:
China ๐จ๐ณ United States of America ๐บ๐ธ

Source: Web Of Science

Added: June 21, 2021

2020 journal article

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

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*, *115*(531), 1201โ1213.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: July 29, 2019

2020 journal article

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

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

co-author countries:
Sweden ๐ธ๐ช Taiwan, Province of China ๐น๐ผ United States of America ๐บ๐ธ

Ed(s): J. Ma^{ n}

Sources: Web Of Science, ORCID

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), 2051โ2074.

Source: Web Of Science

Added: October 26, 2020

2020 journal article

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

*STATISTICS IN MEDICINE*, *39*(26), 3787โ3805.

co-author countries:
Switzerland ๐จ๐ญ United States of America ๐บ๐ธ

author keywords: Breslow estimator; EM algorithm; mixture cure model; perturbation; population-based study; semiparametric regression

MeSH headings : Aged; Algorithms; Computer Simulation; Female; Humans; Models, Statistical; Neoplasms / mortality; Proportional Hazards Models; Survival Analysis

Source: Web Of Science

Added: August 10, 2020

2020 journal 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*, *29*(12), 3707โ3720.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Semi-competing model; illlness-death model; semi-parametric regression; interval censoring; Markov models

MeSH headings : Incidence; Likelihood Functions; Longitudinal Studies; Models, Statistical; Proportional Hazards Models

Source: Web Of Science

Added: July 27, 2020

2020 journal article

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

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*, *115*(530), 570โ582.

co-author countries:
China ๐จ๐ณ United States of America ๐บ๐ธ

author keywords: Cox model; EM algorithm; Social network dependence; Time-to-event data

Sources: Web Of Science, ORCID

Added: July 8, 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), 853โ863.

co-author countries:
United States of America ๐บ๐ธ

author keywords: B-splines; expectation-maximization algorithm; generalized odds rate model; joint modeling; varying coefficient

MeSH headings : Age Factors; Algorithms; Cardiovascular Diseases / mortality; Humans; Longitudinal Studies; Models, Statistical; Physical Fitness

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., โฆ Kallus, N. (2019, October). *STATISTICA SINICA*, Vol. 29, pp. 1633โ1710.

co-author countries:
China ๐จ๐ณ Singapore ๐ธ๐ฌ United States of America ๐บ๐ธ

author keywords: Dynamic treatment regime; entropy learning; personalized medicine

Sources: Web Of Science, ORCID

Added: September 30, 2019

2019 journal article

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

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

co-author countries:
Taiwan, Province of China ๐น๐ผ United States of America ๐บ๐ธ

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), 1585โ1605.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: July 29, 2019

2019 journal article

Modelling and estimation for optimal treatment decision with interference

*Stat*, *8*(1).

co-author countries:
United States of America ๐บ๐ธ

author keywords: A-learning; interference; network; optimal treatment regimen; Q-learning

Sources: Crossref, ORCID

Added: January 13, 2020

2019 journal article

ON TESTING CONDITIONAL QUALITATIVE TREATMENT EFFECTS

*ANNALS OF STATISTICS*, *47*(4), 2348โ2377.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: June 17, 2019

2019 journal article

Robust regression for optimal individualized treatment rules

*Statistics in Medicine*, *38*(11), 2059โ2073.

co-author countries:
United States of America ๐บ๐ธ

author keywords: optimal individualized treatment rules; personalized medicine; quantile regression; robust regression

MeSH headings : Algorithms; Clinical Protocols; Humans; Models, Statistical; Precision Medicine; Regression Analysis

Source: Crossref

Added: February 21, 2020

2019 article

VARIANCE COMPONENT TEST FOR CROSS-DISORDER PATHWAY ANALYSIS

*EUROPEAN NEUROPSYCHOPHARMACOLOGY*, Vol. 29, pp. 1204โ1205.

co-author countries:
Germany ๐ฉ๐ช United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

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), 1698โ1709.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Cubic rate asymptotics; Divide and conquer; M-estimators; Massive data

Sources: Web Of Science, ORCID, Crossref

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), 5702โ5716.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Censored data; Kernel method; Median cost; Survival analysis

Source: Web Of Science

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), 48โ58.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2018 journal article

Deep advantage learning for optimal dynamic treatment regime

*Statistical Theory and Related Fields*, *2*(1), 80โ88.

co-author countries:
United States of America ๐บ๐ธ

Sources: Crossref, ORCID

Added: January 13, 2020

2018 journal article

HIGH-DIMENSIONAL A-LEARNING FOR OPTIMAL DYNAMIC TREATMENT REGIMES

*ANNALS OF STATISTICS*, *46*(3), 925โ957.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: August 6, 2018

2018 journal article

High-dimensional inference for personalized treatment decision

*ELECTRONIC JOURNAL OF STATISTICS*, *12*(1), 2074โ2089.

Source: Web Of Science

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), 681โ702.

co-author countries:
China ๐จ๐ณ United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: October 19, 2018

2018 journal article

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

*STATISTICA SINICA*, *28*(3), 1539โ1560.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

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), 1157โ1171.

co-author countries:
United States of America ๐บ๐ธ

author keywords: data augmentation; EM algorithm; interval censoring; generalized odds-rate models

MeSH headings : Algorithms; Breast Neoplasms / mortality; Breast Neoplasms / therapy; Data Interpretation, Statistical; Female; HIV Infections / complications; Hemophilia A / complications; Humans; Likelihood Functions; Models, Statistical; Odds Ratio; Poisson Distribution; Proportional Hazards Models

Source: Web Of Science

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), 769โ778.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID, Crossref

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), 1763โ1786.

Sources: Web Of Science, ORCID

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), 114โ123.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Accelerated failure time model; Case-cohort; Efficient estimation; Kernel smoothing; Nested case-control

MeSH headings : Algorithms; Case-Control Studies; Computer Simulation; Data Interpretation, Statistical; Healthcare Failure Mode and Effect Analysis / statistics & numerical data; Humans; Likelihood Functions; Models, Statistical; Regression Analysis; Wilms Tumor / diagnosis; Wilms Tumor / pathology

Source: Web Of Science

Added: August 6, 2018

2017 journal article

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

*Lifetime Data Analysis*, *23*(4), 585โ604.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Classification; Doubly-robust; Observational survival study; Optimal treatment regime; Value search

MeSH headings : Computer Simulation; Coronary Artery Bypass; Coronary Artery Disease / mortality; Coronary Artery Disease / therapy; Decision Making; Humans; Life Tables; Models, Statistical; Monte Carlo Method; Percutaneous Coronary Intervention; Survival Analysis; Treatment Outcome

Sources: Web Of Science, ORCID

Added: August 6, 2018

2017 journal article

Semiparametric single-index model for estimating optimal individualized treatment strategy

*ELECTRONIC JOURNAL OF STATISTICS*, *11*(1), 364โ384.

author keywords: Personalized medicine; single index model; semi-parametric inference

Sources: Web Of Science, ORCID

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), 4646โ4659.

co-author countries:
United States of America ๐บ๐ธ

author keywords: change-plane analysis; doubly robust test; sample size calculation; subgroup detection; survival data

MeSH headings : Acquired Immunodeficiency Syndrome; Algorithms; Clinical Trials as Topic; Computer Simulation; Control Groups; Humans; Propensity Score; Proportional Hazards Models; Regression Analysis; Sample Size; Statistics, Nonparametric; Survival Analysis

Sources: Web Of Science, ORCID, Crossref

Added: August 6, 2018

2016 journal article

Concordance-assisted learning for estimating optimal individualized treatment regimes

*Journal of the Royal Statistical Society: Series B (Statistical Methodology)*, *79*(5), 1565โ1582.

co-author countries:
China ๐จ๐ณ United States of America ๐บ๐ธ

author keywords: D-optimality; D-s-optimality; Group testing; Sensitivity; Specificity

Sources: Web Of Science, ORCID, Crossref

Added: August 6, 2018

2016 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), 1165โ1185.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID, Crossref

Added: August 6, 2018

2016 journal article

Oracle estimation of parametric transformation models

*ELECTRONIC JOURNAL OF STATISTICS*, *10*(1), 90โ120.

Source: Web Of Science

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), 2894โ2921.

Sources: Web Of Science, ORCID

Added: August 6, 2018

2016 journal article

SEQUENTIAL ADVANTAGE SELECTION FOR OPTIMAL TREATMENT REGIME

*ANNALS OF APPLIED STATISTICS*, *10*(1), 32โ53.

Sources: Web Of Science, ORCID

Added: August 6, 2018

2015 journal article

A Fast Multiple-Kernel Method With Applications to Detect Gene-Environment Interaction

*GENETIC EPIDEMIOLOGY*, *39*(6), 456โ468.

co-author countries:
Taiwan, Province of China ๐น๐ผ United States of America ๐บ๐ธ

author keywords: multiple-kernel analysis; kernel machine regression; exon level association test; gene-environment interaction; gene-gene interactions

MeSH headings : Algorithms; Gene-Environment Interaction; Genetic Variation; Homocysteine / metabolism; Humans; Models, Genetic; Quantitative Trait Loci; Regression Analysis; Risk Factors; Software; Stroke / etiology; Vitamins / metabolism

Source: Web Of Science

Added: August 6, 2018

2015 journal article

Authors' Reply to comments on โSample size calculation for the proportional hazards cure modelโ

Authors' Reply to comments on โSample size calculation for the proportional hazards cure model.โ *Statistics in Medicine*, *34*(17), 2578โ2580.

co-author countries:
United States of America ๐บ๐ธ

Source: Crossref

Added: August 14, 2021

2015 journal article

Forward Stagewise Shrinkage and Addition for High Dimensional Censored Regression

*STATISTICS IN BIOSCIENCES*, *7*(2), 225โ244.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2015 journal article

Groupwise Dimension Reduction via Envelope Method

*Journal of the American Statistical Association*, *110*(512), 1515โ1527.

co-author countries:
Norway ๐ณ๐ด

Source: Crossref

Added: August 14, 2021

2015 journal article

Identification of homogeneous and heterogeneous variables in pooled cohort studies

*BIOMETRICS*, *71*(2), 397โ403.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Adaptive group lasso; Cox proportional hazards model; Heterogeneity; Penalized partial likelihood; Pooled analysis; Structure identification

MeSH headings : Algorithms; Biometry; Cohort Studies; Computer Simulation; Female; Gene Expression; Humans; Likelihood Functions; Models, Statistical; Ovarian Neoplasms / genetics; Proportional Hazards Models; Sample Size

Source: Web Of Science

Added: August 6, 2018

2015 journal article

On optimal treatment regimes selection for mean survival time

*STATISTICS IN MEDICINE*, *34*(7), 1169โ1184.

co-author countries:
United States of America ๐บ๐ธ

author keywords: adaptive LASSO; censored regression; mean survival time; optimal treatment regime; variable selection

MeSH headings : Acquired Immunodeficiency Syndrome / drug therapy; Acquired Immunodeficiency Syndrome / mortality; Anti-HIV Agents / administration & dosage; Biostatistics / methods; Clinical Trials as Topic / statistics & numerical data; Computer Simulation; Humans; Kaplan-Meier Estimate; Least-Squares Analysis; Models, Statistical; Precision Medicine / methods; Precision Medicine / statistics & numerical data; Regression Analysis; Statistics, Nonparametric; Survival Rate

Source: Web Of Science

Added: August 6, 2018

2015 journal article

local buckley-james estimation for heteroscedastic accelerated failure time model

*Statistica Sinica*, *25*(3), 863โ877.

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), 337โ350.

co-author countries:
China ๐จ๐ณ United States of America ๐บ๐ธ

Source: Crossref

Added: August 14, 2021

2014 journal article

Accelerated Intensity Frailty Model for Recurrent Events Data

*BIOMETRICS*, *70*(3), 579โ587.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Accelerated intensity frailty model; EM algorithm; Kernel smoothing; Nonparametric maximum likelihood estimation; Recurrent events data

MeSH headings : Antineoplastic Agents / therapeutic use; Computer Simulation; Data Interpretation, Statistical; Humans; Incidence; Models, Statistical; Neoplasm Recurrence, Local / epidemiology; Neoplasm Recurrence, Local / prevention & control; Outcome Assessment, Health Care / methods; Prognosis; Reproducibility of Results; Risk Factors; Sensitivity and Specificity; Urinary Bladder Neoplasms / drug therapy; Urinary Bladder Neoplasms / epidemiology

Source: Web Of Science

Added: August 6, 2018

2014 journal article

Censored rank independence screening for high-dimensional survival data

*Biometrika*, *101*(4), 799โ814.

co-author countries:
United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID, Crossref

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), 1232โ1255.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

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), 290โ300.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Proportional hazards mixture cure model; Power; Sample size; Weighted log-rank test; R package

MeSH headings : Proportional Hazards Models; Statistics, Nonparametric; Survival Analysis

Source: Web Of Science

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*, 217โ227.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

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), 845โ851.

co-author countries:
Taiwan, Province of China ๐น๐ผ United States of America ๐บ๐ธ

author keywords: Goodness-of-fit test; Nested case-control sampling; Proportional hazards model; Pseudo-likelihood estimation; Resampling method

MeSH headings : Algorithms; Case-Control Studies; Cohort Studies; Humans; Likelihood Functions; Neoplasm Staging; Prognosis; Proportional Hazards Models; Regression Analysis; Reproducibility of Results; Risk Assessment / methods; Sensitivity and Specificity; Wilms Tumor / epidemiology; Wilms Tumor / pathology

Source: Web Of Science

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), 217โ227.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2013 journal article

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

*BIOSTATISTICS*, *14*(4), 682โ694.

co-author countries:
Sweden ๐ธ๐ช United States of America ๐บ๐ธ

author keywords: Cox's proportional hazards model; Group penalty; Heterogeneity; Nested case-control sampling; Ovarian cancer; Pooled studies; Shrinkage estimation

MeSH headings : Case-Control Studies; Computer Simulation; Data Interpretation, Statistical; Female; Humans; Italy / epidemiology; Likelihood Functions; Ovarian Neoplasms / epidemiology; Proportional Hazards Models; Sweden / epidemiology; United States / epidemiology

Source: Web Of Science

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), 741โ755.

Source: Web Of Science

Added: August 6, 2018

2013 journal article

More efficient estimators for case-cohort studies

*BIOMETRIKA*, *100*(3), 695โ708.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2013 journal article

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

*COMPUTATIONAL STATISTICS & DATA ANALYSIS*, *67*, 199โ212.

co-author countries:
Sweden ๐ธ๐ช United States of America ๐บ๐ธ

Source: Web Of Science

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), 77โ82.

co-author countries:
United States of America ๐บ๐ธ

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), 493โ504.

co-author countries:
United States of America ๐บ๐ธ

author keywords: A-learning; optimal treatment strategy; personalized drugs; shrinkage method; variable selection

MeSH headings : Decision Making; Female; Humans; Male; Models, Theoretical; Precision Medicine

Source: Web Of Science

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), 213โ234.

co-author countries:
United States of America ๐บ๐ธ

Source: Crossref

Added: August 28, 2020

2012 journal article

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

*LIFETIME DATA ANALYSIS*, *18*(1), 80โ93.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Linear transformation models; Nested case-control sampling; Weighted estimating equation

MeSH headings : Case-Control Studies; Child; Cohort Studies; Computer Simulation; Data Interpretation, Statistical; Humans; Models, Statistical; Wilms Tumor / pathology

Source: Web Of Science

Added: August 6, 2018

2012 journal article

On the robustness of the adaptive lasso to model misspecification

*BIOMETRIKA*, *99*(3), 717โ731.

Source: Web Of Science

Added: August 6, 2018

2012 journal article

Sample size calculation for the proportional hazards cure model

*STATISTICS IN MEDICINE*, *31*(29), 3959โ3971.

co-author countries:
United States of America ๐บ๐ธ

author keywords: clinical trial; proportional hazards cure model; power; sample size; weighted log-rank test

MeSH headings : Humans; Interferon alpha-2; Interferon-alpha / therapeutic use; Neoplasms / drug therapy; Neoplasms / mortality; Proportional Hazards Models; Randomized Controlled Trials as Topic / statistics & numerical data; Recombinant Proteins / therapeutic use; Sample Size; Survival Analysis

Source: Web Of Science

Added: August 6, 2018

2012 journal article

Variance estimation in censored quantile regression via induced smoothing

*COMPUTATIONAL STATISTICS & DATA ANALYSIS*, *56*(4), 785โ796.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Censored quantile regression; Smoothing; Survival analysis; Variance estimation

Source: Web Of Science

Added: August 6, 2018

2011 journal article

Sufficient Dimension Reduction for Censored Regressions

*BIOMETRICS*, *67*(2), 513โ523.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Censored data; Central subspace; Inverse censoring probability weighted estimation; Sliced inverse regression; Sufficient dimension reduction

MeSH headings : Biometry / methods; Probability; Regression Analysis

Source: Web Of Science

Added: August 6, 2018

2010 journal article

Cox Regression in Nested Case-Control Studies with Auxiliary Covariates

*BIOMETRICS*, *66*(2), 374โ381.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Counting process; Cox proportional hazards model; Martingale; Risk set sampling; Survival analysis

MeSH headings : Case-Control Studies; Epidemiologic Measurements; Humans; Proportional Hazards Models; Wilms Tumor / epidemiology

Source: Web Of Science

Added: August 6, 2018

2010 journal article

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

*BIOSTATISTICS*, *11*(4), 693โ706.

co-author countries:
Japan ๐ฏ๐ต United States of America ๐บ๐ธ

author keywords: Kernel estimation; Martingale; Nested case-control study; Proportional hazards model; Risk-set sampling; Time-varying coefficient

MeSH headings : Age Factors; Aged; Algorithms; Biostatistics / methods; Breast Neoplasms / epidemiology; Breast Neoplasms / genetics; Case-Control Studies; Computer Simulation; DNA-Binding Proteins / genetics; Female; Humans; Incidence; Likelihood Functions; Middle Aged; Proportional Hazards Models; Risk; Sample Size; Smoking / genetics; Time Factors

Source: Web Of Science

Added: August 6, 2018

2010 journal article

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

*Statistica Sinica*, *20*(2), 661โ674.

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*.

co-author countries:
United States of America ๐บ๐ธ

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), 334โ350.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Adaptive LASSO; Haplotype-based association analysis; Haplotype-treatment interaction; Missing data; Repeated outcome; Variable selection

MeSH headings : Antipsychotic Agents / therapeutic use; Computer Simulation; Data Interpretation, Statistical; Genetic Predisposition to Disease; Haplotypes; Humans; Likelihood Functions; Longitudinal Studies; Models, Statistical; Patient Dropouts / statistics & numerical data; Pharmacogenetics / statistics & numerical data; Phenotype; Quantitative Trait, Heritable; Randomized Controlled Trials as Topic / statistics & numerical data; Reproducibility of Results; Schizophrenia / drug therapy; Schizophrenia / genetics; Treatment Outcome

Source: Web Of Science

Added: August 6, 2018

2010 journal article

On Estimation of Partially Linear Transformation Models

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*, *105*(490), 683โ691.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Estimating equations; Local polynomials; Martingale; Resampling

Source: Web Of Science

Added: August 6, 2018

2010 journal article

On sparse estimation for semiparametric linear transformation models

*JOURNAL OF MULTIVARIATE ANALYSIS*, *101*(7), 1594โ1606.

co-author countries:
China ๐จ๐ณ United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2010 journal article

Sparse estimation and inference for censored median regression

*JOURNAL OF STATISTICAL PLANNING AND INFERENCE*, *140*(7), 1903โ1917.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Censored quantile regression; LASSO; Inverse censoring probability; Solution path

Source: Web Of Science

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), 1169โ1180.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2009 journal article

Joint Modeling and Analysis of Longitudinal Data with Informative Observation Times

*BIOMETRICS*, *65*(2), 377โ384.

co-author countries:
United States of America ๐บ๐ธ

author keywords: Estimating equation; Frailty model; Informative follow-up; Longitudinal data; Semiparametric mixed effects model

MeSH headings : Algorithms; Biometry / methods; Computer Simulation; Data Interpretation, Statistical; Epidemiologic Research Design; Longitudinal Studies; Models, Statistical; Pattern Recognition, Automated; Reproducibility of Results; Risk Assessment / methods; Sensitivity and Specificity

Source: Web Of Science

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), 3894โ3909.

co-author countries:
United States of America ๐บ๐ธ

author keywords: martingale; multiple change points; partial likelihood; resampling; score test

MeSH headings : Computer Simulation; Data Interpretation, Statistical; Endpoint Determination / methods; Glioma / drug therapy; Humans; Likelihood Functions; Monte Carlo Method; Proportional Hazards Models; Randomized Controlled Trials as Topic; Sample Size; Statistical Distributions; Treatment Outcome

Source: Web Of Science

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), 219โ234.

Source: NC State University Libraries

Added: August 6, 2018

2008 journal article

Boosting method for nonlinear transformation models with censored survival data

*BIOSTATISTICS*, *9*(4), 658โ667.

author keywords: boosting; censored survival data; importance sampling; marginal likelihood; nonlinear transformation models; smoothing spline

MeSH headings : Algorithms; Artificial Intelligence; Computer Simulation; Gene Expression Profiling / statistics & numerical data; Humans; Kaplan-Meier Estimate; Likelihood Functions; Lymphoma, Large B-Cell, Diffuse / genetics; Nonlinear Dynamics; Oligonucleotide Array Sequence Analysis / statistics & numerical data; Proportional Hazards Models; Statistics, Nonparametric; Survival Analysis

Source: Web Of Science

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), 545โ574.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2008 journal article

Semiparametric analysis of mixture regression models with competing risks data

*LIFETIME DATA ANALYSIS*, *14*(3), 231โ252.

co-author countries:
United States of America ๐บ๐ธ

author keywords: competing risks data; cumulative incidence function; estimating equation; martingale; mixture model; resampling

MeSH headings : Aged; Antineoplastic Agents, Hormonal / therapeutic use; Breast Neoplasms / drug therapy; Breast Neoplasms / mortality; Computer Simulation; Female; Humans; Models, Statistical; Regression Analysis; Risk Assessment / methods; Tamoxifen / therapeutic use

Source: Web Of Science

Added: August 6, 2018

2008 journal article

Sufficient dimension reduction with missing predictors

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*, *103*(482), 822โ831.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2007 journal article

Adaptive lasso for Cox's proportional hazards model

*BIOMETRIKA*, *94*(3), 691โ703.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

Added: August 6, 2018

2007 article

Atomic scale design of nanostructures

*MOLECULAR PHYSICS*, Vol. 105, pp. 147โ156.

co-author countries:
Germany ๐ฉ๐ช United States of America ๐บ๐ธ

Sources: Web Of Science, ORCID

Added: August 6, 2018

2007 journal article

Tests of independence for censored bivariate failure time data

*LIFETIME DATA ANALYSIS*, *13*(1), 75โ90.

co-author countries:
United States of America ๐บ๐ธ

author keywords: accelerated failure time model; bivariate failure time data; independence test; resampling

MeSH headings : Biometry / methods; Catheters, Indwelling / microbiology; Computer Simulation; Cross Infection / etiology; Diabetic Retinopathy / mortality; Dialysis / adverse effects; Equipment Contamination; Humans; Models, Statistical; Multivariate Analysis; Proportional Hazards Models; Survival Analysis; Treatment Failure

Source: Web Of Science

Added: August 6, 2018

2007 journal article

Variable selection for proportional odds model

*STATISTICS IN MEDICINE*, *26*(20), 3771โ3781.

co-author countries:
United States of America ๐บ๐ธ

author keywords: marginal likelihood; proportional odds model; variable selection; shrinkage estimate

MeSH headings : Algorithms; Likelihood Functions; Proportional Hazards Models; Survival Analysis; United States

Source: Web Of Science

Added: August 6, 2018

2006 journal article

Empirical likelihood inference for linear transformation models

*JOURNAL OF MULTIVARIATE ANALYSIS*, *97*(7), 1586โ1599.

co-author countries:
United States of America ๐บ๐ธ

Source: Web Of Science

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), 1053โ1061.

co-author countries:
United States of America ๐บ๐ธ

author keywords: age-at-onset; cure model; EM algorithm; proportional hazards model; QTL mapping

MeSH headings : Algorithms; Analysis of Variance; Animals; Biometry; Chromosome Mapping / statistics & numerical data; Female; Genetic Predisposition to Disease; Humans; Listeriosis / genetics; Mice; Proportional Hazards Models; Quantitative Trait Loci; Time Factors

Source: Web Of Science

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), 421โ440.

co-author countries:
United States of America ๐บ๐ธ

author keywords: EM algorithm; genome-wide threshold; parametric proportional hazards model; QTL mapping; time-to-event data

MeSH headings : Algorithms; Animals; Biometry; Listeriosis / genetics; Mice; Models, Genetic; Models, Statistical; Proportional Hazards Models; Quantitative Trait Loci; Time Factors

Source: Web Of Science

Added: August 6, 2018

2006 journal article

Semiparametric transformation models for the case-cohort study

*BIOMETRIKA*, *93*(1), 207โ214.

co-author countries:
United States of America ๐บ๐ธ

author keywords: case-cohort design; martingale; transformation model; weighted estimating equation

Source: Web Of Science

Added: August 6, 2018

2005 journal article

Marginal regression of multivariate event times based on linear transformation models

*LIFETIME DATA ANALYSIS*, *11*(3), 389โ404.

co-author countries:
United States of America ๐บ๐ธ

author keywords: cluster event times; estimating equations; informative cluster size; linear transformation models; multiple events; recurrent events

MeSH headings : Biomedical Research; Linear Models; Multivariate Analysis; Regression Analysis; United States

Source: Web Of Science

Added: August 6, 2018