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Two-phase rejective sampling and its asymptotic properties

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
2025 | Other | Author
DOI: 10.1093/jrsssb/qkaf002
Contributors: Shu Yang; Peng Ding
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A diverse portfolio of marine protected areas can better advance global conservation and equity

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
2024 | Journal article | Author
DOI: 10.1073/pnas.2313205121
Contributors: David A. Gill; Sarah E. Lester; Christopher M. Free; Alexander Pfaff; Edwin Iversen; Brian Reich; Shu Yang; Gabby Ahmadia; Dominic A. Andradi- Brown; Emily S. Darling et al.
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A UNIFIED INFERENCE FRAMEWORK FOR MULTIPLE IMPUTATION USING MARTINGALES

STATISTICA SINICA
2024 | Journal article | Author
DOI: 10.5705/ss.202021.0404
Contributors: Qian Guan; Shu Yang
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Causal Inference Methods for Combining Randomized Trials and Observational Studies: A Review

STATISTICAL SCIENCE
2024 | Other | Author
DOI: 10.1214/23-STS889
Contributors: Benedicte Colnet; Imke Mayer; Guanhua Chen; Awa Dieng; Ruohong Li; Gael Varoquaux; Jean -Philippe Vert; Julie Josse; Shu Yang
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Distributional imputation for the analysis of censored recurrent events

STATISTICS IN MEDICINE
2024 | Other | Author
DOI: 10.1002/sim.10087
Contributors: Sarah R. Fairfax; Shu Yang
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Estimating spatially varying health effects of wildland fire smoke using mobile health data

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS
2024 | Other | Author
DOI: 10.1093/jrsssc/qlae034
Contributors: Lili Wu; Chenyin Gao; Shu Yang; Brian Reich; Ana G. Rappold
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Functional principal component analysis with informative observation times

BIOMETRIKA
2024 | Journal article | Author
DOI: 10.1093/biomet/asae055
Contributors: Peijun Sang; Dehan Kong; Shu Yang
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genRCT: a statistical analysis framework for generalizing RCT findings to real-world population

JOURNAL OF BIOPHARMACEUTICAL STATISTICS
2024 | Other | Author
DOI: 10.1080/10543406.2024.2333136
Contributors: Dasom Lee; Shu Yang; Mark Berry; Tom Stinchcombe; Harvey Jay Cohen; Xiaofei Wang
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Multiply robust estimation of marginal structural models in observational studies subject to covariate-driven observations

BIOMETRICS
2024 | Journal article | Author
DOI: 10.1093/biomtc/ujae065
Contributors: Janie Coulombe; Shu Yang
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Multiply robust estimators in longitudinal studies with missing data under control-based imputation

BIOMETRICS
2024 | Journal article | Author
DOI: 10.1093/biomtc/ujad036
Contributors: Siyi Liu; Shu Yang; Yilong Zhang; Guanghan Liu
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Propensity score matching for estimating a marginal hazard ratio

STATISTICS IN MEDICINE
2024 | Other | Author
DOI: 10.1002/sim.10103
Contributors: Tongrong Wang; Honghe Zhao; Shu Yang; Shuhan Tang; Zhanglin Cui; Li Li; Douglas E. Faries
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Propensity score matching for estimation of pairwise marginal hazard ratios

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
2024 | Other | Author
DOI: 10.1080/03610926.2024.2419897
Contributors: Tongrong Wang; Honghe Zhao; Shu Yang; Zhanglin Cui; Ilya Lipkovich; Douglas E. Faries
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Real Effect or Bias? Good Practices for Evaluating the Robustness of Evidence From Comparative Observational Studies Through Quantitative Sensitivity Analysis for Unmeasured Confounding

PHARMACEUTICAL STATISTICS
2024 | Other | Author
DOI: 10.1002/pst.2457
Contributors: Douglas Faries; Chenyin Gao; Xiang Zhang; Chad Hazlett; James Stamey; Shu Yang; Peng Ding; Mingyang Shan; Kristin Sheffield; Nancy Dreyer
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Response to comment on "Transporting survival of an HIV clinical trial to the external target populations by Lee et al. (2024)"

JOURNAL OF BIOPHARMACEUTICAL STATISTICS
2024 | Other | Author
DOI: 10.1080/10543406.2024.2373449
Contributors: Shu Yang; Xiang Zhang
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Semi-parametric sensitivity analysis for trials with irregular and informative assessment times

BIOMETRICS
2024 | Journal article | Author
DOI: 10.1093/biomtc/ujae154
Contributors: Bonnie B. Smith; Yujing Gao; Shu Yang; Ravi Varadhan; Andrea J. Apter; Daniel O. Scharfstein
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Transporting survival of an HIV clinical trial to the external target populations

JOURNAL OF BIOPHARMACEUTICAL STATISTICS
2024 | Other | Author
DOI: 10.1080/10543406.2024.2330216
Contributors: Dasom Lee; Chenyin Gao; Sujit K. Ghosh; Shu Yang
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Elastic integrative analysis of randomised trial and real-world data for treatment heterogeneity estimation

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
2023 | Other | Author
DOI: 10.1093/jrsssb/qkad017
Contributors: Shu Yang; Chenyin Gao; Donglin Zeng; Xiaofei Wang
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Pretest estimation in combining probability and non-probability samples

ELECTRONIC JOURNAL OF STATISTICS
2023 | Journal article | Author
DOI: 10.1214/23-EJS2137
Contributors: Chenyin Gao; Shu Yang
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Robust analyzes for longitudinal clinical trials with missing and non-normal continuous outcomes

STATISTICAL THEORY AND RELATED FIELDS
2023 | Other | Author
DOI: 10.1080/24754269.2023.2261351
Contributors: Siyi Liu; Yilong Zhang; Gregory T. Golm; Guanghan Liu; Shu Yang
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Soft calibration for selection bias problems under mixed-effects models

BIOMETRIKA
2023 | Other | Author
DOI: 10.1093/biomet/asad016
Contributors: Chenyin Gao; Shu Yang; Jae Kwang Kim
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Targeted optimal treatment regime learning using summary statistics

BIOMETRIKA
2023 | Other | Author
DOI: 10.1093/biomet/asad020
Contributors: J. Chu; W. Lu; Shu Yang
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A multiplicative structural nested mean model for zero-inflated outcomes

BIOMETRIKA
2022 | Other | Author
DOI: 10.1093/biomet/asac050
Contributors: Miao Yu; Wenbin Lu; Shu Yang; Pulak Ghosh
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Discussion on "Spatial plus : A novel approach to spatial confounding" by Dupont, Wood, and Augustin

BIOMETRICS
2022 | Other | Author
DOI: 10.1111/biom.13651
Contributors: Brian Reich; Shu Yang; Yawen Guan
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Double score matching in observational studies with multi-level treatments

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
2022 | Other | Author
DOI: 10.1080/03610918.2022.2118778
Contributors: Honghe Zhao; Xiaofei Zhang; Shu Yang
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Doubly robust estimators for generalizing treatment effects on survival outcomes from randomized controlled trials to a target population

JOURNAL OF CAUSAL INFERENCE
2022 | Journal article | Author
DOI: 10.1515/jci-2022-0004
Contributors: Dasom Lee; Shu Yang; Xiaofei Wang
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Estimating intervention effects on infectious disease control: The effect of community mobility reduction on Coronavirus spread

SPATIAL STATISTICS
2022 | Journal article | Author
DOI: 10.1016/j.spasta.2022.100711
Contributors: Andrew Giffin; Wenlong Gong; Suman Majumder; Ana G. Rappold; Brian Reich; Shu Yang
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Estimation of partially conditional average treatment effect by double kernel-covariate balancing

ELECTRONIC JOURNAL OF STATISTICS
2022 | Journal article | Author
DOI: 10.1214/22-EJS2000
Contributors: Jiayi Wang; Raymond K. W. Wong; Shu Yang; Kwun Chuen Gary Chan
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Generalized propensity score approach to causal inference with spatial interference

BIOMETRICS
2022 | Other | Author
DOI: 10.1111/biom.13745
Contributors: A. Giffin; Brian Reich; Shu Yang; A. G. Rappold
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Identifiability of causal effects with multiple causes and a binary outcome

BIOMETRIKA
2022 | Journal article | Author
DOI: 10.1093/biomet/asab016
Contributors: Dehan Kong; Shu Yang; Linbo Wang
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Improving trial generalizability using observational studies

BIOMETRICS
2022 | Other | Author
DOI: 10.1111/biom.13609
Contributors: Dasom Lee; Shu Yang; Lin Dong; Xiaofei Wang; Donglin Zeng; Jianwen Cai
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Matrix completion under complex survey sampling

ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS
2022 | Other | Author
DOI: 10.1007/s10463-022-00851-5
Contributors: Xiaojun Mao; Zhonglei Wang; Shu Yang
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Multiply robust estimation of causal effects under principal ignorability

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
2022 | Other | Author
DOI: 10.1111/rssb.12538
Contributors: Zhichao Jiang; Shu Yang; Peng Ding
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Multiply robust matching estimators of average and quantile treatment effects

SCANDINAVIAN JOURNAL OF STATISTICS
2022 | Other | Author
DOI: 10.1111/sjos.12585
Contributors: Shu Yang; Yunshu Zhang
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Nearest neighbour ratio imputation with incomplete multinomial outcome in survey sampling

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
2022 | Other | Author
DOI: 10.1111/rssa.12841
Contributors: Chenyin Gao; Katherine Jenny Thompson; Jae Kwang Kim; Shu Yang
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Outcome-adjusted balance measure for generalized propensity score model selection

JOURNAL OF STATISTICAL PLANNING AND INFERENCE
2022 | Journal article | Author
DOI: 10.1016/j.jspi.2022.04.004
Contributors: Honghe Zhao; Shu Yang
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ROBUST INFERENCE OF CONDITIONAL AVERAGE TREATMENT EFFECTS USING DIMENSION REDUCTION

STATISTICA SINICA
2022 | Journal article | Author
DOI: 10.5705/ss.202020.0409
Contributors: Ming-Yueh Huang; Shu Yang
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Sensitivity analyses in longitudinal clinical trials via distributional imputation

STATISTICAL METHODS IN MEDICAL RESEARCH
2022 | Other | Author
DOI: 10.1177/09622802221135251
Contributors: Siyi Liu; Shu Yang; Yilong Zhang; Guanghan Liu
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Spectral adjustment for spatial confounding

BIOMETRIKA
2022 | Other | Author
DOI: 10.1093/biomet/asac069
Contributors: Yawen Guan; Garritt L. Page; Brian Reich; Massimo Ventrucci; Shu Yang
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Statistical data integration in survey sampling: a review (vol 3, pg 625, 2020)

JAPANESE JOURNAL OF STATISTICS AND DATA SCIENCE
2022 | Other | Author
DOI: 10.1007/s42081-022-00152-4
Contributors: Shu Yang; Jae Kwang Kim
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Transfer Learning of Individualized Treatment Rules from Experimental to Real-World Data

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
2022 | Other | Author
DOI: 10.1080/10618600.2022.2141752
Contributors: Lili Wu; Shu Yang
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Treatment-specific marginal structural Cox model for the effect of treatment discontinuation

PHARMACEUTICAL STATISTICS
2022 | Other | Author
DOI: 10.1002/pst.2211
Contributors: Dana Johnson; Karen Pieper; Shu Yang
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Utilizing stratified generalized propensity score matching to approximate blocked randomized designs with multiple treatment levels

JOURNAL OF BIOPHARMACEUTICAL STATISTICS
2022 | Other | Author
DOI: 10.1080/10543406.2022.2065507
Contributors: Nathan Corder; Shu Yang
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A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications

INTERNATIONAL STATISTICAL REVIEW
2021 | Other | Author
DOI: 10.1111/insr.12452
Contributors: Brian Reich; Shu Yang; Yawen Guan; Andrew B. Giffin; Matthew J. Miller; Ana Rappold
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Practical recommendations on double score matching for estimating causal effects

STATISTICS IN MEDICINE
2021 | Other | Author
DOI: 10.1002/sim.9289
Contributors: Yunshu Zhang; Shu Yang; Wenyu Ye; Douglas E. Faries; Ilya Lipkovich; Zbigniew Kadziola
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Risks associated with discontinuation of oral anticoagulation in newly diagnosed patients with atrial fibrillation: Results from the GARFIELD-AF Registry

JOURNAL OF THROMBOSIS AND HAEMOSTASIS
2021 | Other | Author
DOI: 10.1111/jth.15415
Contributors: Frank Cools; Dana Johnson; Alan J. Camm; Jean-Pierre Bassand; Freek W. A. Verheugt; Shu Yang; Anastasios Tsiatis; David A. Fitzmaurice; Samuel Z. Goldhaber; Gloria Kayani et al.
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SMIM: A unified framework of survival sensitivity analysis using multiple imputation and martingale

BIOMETRICS
2021 | Other | Author
DOI: 10.1111/biom.13555
Contributors: Shu Yang; Yilong Zhang; Guanghan Frank Liu; Qian Guan
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Ascertaining properties of weighting in the estimation of optimal treatment regimes under monotone missingness

STATISTICS IN MEDICINE
2020 | Other | Author
DOI: 10.1002/sim.8678
Contributors: Lin Dong; Eric Laber; Yair Goldberg; Rui Song; Shu Yang
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Doubly robust inference when combining probability and non-probability samples with high dimensional data

Journal of the Royal Statistical Society: Series B (Statistical Methodology)
2020 | Journal article | Author
DOI: 10.1111/rssb.12354
Contributors: Shu Yang; Jae Kwang Kim; Rui Song
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Robust estimation for moment condition models with data missing not at random

JOURNAL OF STATISTICAL PLANNING AND INFERENCE
2020 | Journal article | Author
DOI: 10.1016/j.jspi.2020.01.001
Contributors: Wei Li; Shu Yang; Peisong Han
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Asymptotic theory and inference of predictive mean matching imputation using a superpopulation model framework

SCANDINAVIAN JOURNAL OF STATISTICS
2019 | Other | Author
DOI: 10.1111/sjos.12429
Contributors: Shu Yang; Jae Kwang Kim
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