Works (80)

Updated: November 13th, 2023 08:07

2023 article

Elastic integrative analysis of randomised trial and real-world data for treatment heterogeneity estimation

Yang, S., Gao, C., Zeng, D., & Wang, X. (2023, April 6). JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, Vol. 4.

By: S. Yang nโ€‰, C. Gao nโ€‰, D. Zengโ€‰* & X. Wangโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: counterfactual outcome; least favourable confidence interval; non-regularity; precision medicine; pre-test estimator; semiparametric efficiency
Sources: Web Of Science, ORCID
Added: April 19, 2023

2023 journal article

Pretest estimation in combining probability and non-probability samples

ELECTRONIC JOURNAL OF STATISTICS, 17(1), 1492โ€“1546.

By: C. Gao nโ€‰ & S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Data integration; dynamic borrowing; non-regularity; Pretest estimator
Sources: Web Of Science, ORCID
Added: June 26, 2023

2023 article

Robust analyzes for longitudinal clinical trials with missing and non-normal continuous outcomes

Liu, S., Zhang, Y., Golm, G. T., Liu, G., & Yang, S. (2023, September 26). STATISTICAL THEORY AND RELATED FIELDS, Vol. 9.

By: S. Liu n, Y. Zhangโ€‰*, G. Golm*, G. Liu* & S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Longitudinal clinical trial; missing data; multiple imputation; robust regression; sensitivity analysis
Sources: Web Of Science, ORCID
Added: October 10, 2023

2023 article

Soft calibration for selection bias problems under mixed-effects models

Gao, C., Yang, S., & Kim, J. K. (2023, March 2). BIOMETRIKA, Vol. 3.

By: C. Gao nโ€‰, S. Yang nโ€‰ & J. Kimโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Inverse propensity score weighting; Latent ignorability; Penalized optimization; Restricted maximum likelihood estimation
Sources: Web Of Science, ORCID
Added: April 19, 2023

2023 article

Targeted optimal treatment regime learning using summary statistics

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

By: J. Chu n, W. Lu n & S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Covariate shift; Double robustness; Empirical likelihood; Entropy balancing; Multisource policy learning
Sources: Web Of Science, ORCID
Added: May 22, 2023

2022 journal article

A SPATIAL CAUSAL ANALYSIS OF WILDLAND FIRE-CONTRIBUTED PM2.5 USING NUMERICAL MODEL OUTPUT

ANNALS OF APPLIED STATISTICS, 16(4), 2714โ€“2731.

By: A. Larsen*, S. Yang nโ€‰, B. Reich nโ€‰ & A. Rappold*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Bayesian analysis; downscaling; interference; spillover effect
Sources: Web Of Science, ORCID
Added: November 14, 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.

By: M. Yu n, W. Lu n, S. Yang nโ€‰ & P. Ghoshโ€‰*

co-author countries: India ๐Ÿ‡ฎ๐Ÿ‡ณ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Bidirectional asymptotics; Multiplicative structural nested mean model; Timewise randomization; Zero-inflated outcome
Sources: Web Of Science, ORCID
Added: January 3, 2023

2022 article

Discussion on "Spatial plus : A novel approach to spatial confounding" by Dupont, Wood, and Augustin

Reich, B. J., Yang, S., & Guan, Y. (2022, March 30). BIOMETRICS, Vol. 3.

By: B. Reich nโ€‰, S. Yang nโ€‰ & Y. Guan*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
MeSH headings : Models, Statistical
Sources: Web Of Science, ORCID
Added: April 8, 2022

2022 article

Double score matching in observational studies with multi-level treatments

Zhao, H., Zhang, X., & Yang, S. (2022, August 29). COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, Vol. 8.

By: H. Zhao n, X. Zhangโ€‰* & S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Average treatment effect; Double robustness; Generalized propensity score; Weighted bootstrap
Sources: Web Of Science, ORCID
Added: September 12, 2022

2022 journal article

Doubly robust estimators for generalizing treatment effects on survival outcomes from randomized controlled trials to a target population

JOURNAL OF CAUSAL INFERENCE, 10(1), 415โ€“440.

By: D. Lee n, S. Yang nโ€‰ & X. Wangโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: causal inference; data integration; generalizability; survival analysis; semiparametric efficiency
Sources: Web Of Science, ORCID
Added: January 3, 2023

2022 journal article

Estimating intervention effects on infectious disease control: The effect of community mobility reduction on Coronavirus spread

SPATIAL STATISTICS, 52.

By: A. Giffin n, W. Gong n, S. Majumder*, A. Rappold*, B. Reich nโ€‰ & S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Causal inference; COVID-19; Spatiotemporal modeling; SIR model
Sources: Web Of Science, ORCID
Added: November 21, 2022

2022 journal article

Estimation of partially conditional average treatment effect by double kernel-covariate balancing

ELECTRONIC JOURNAL OF STATISTICS, 16(2), 4332โ€“4378.

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Augmented weighting estimator; causal infer-ence; fully and partially conditional average treatment effect; treatment effect heterogeneity
Sources: Web Of Science, ORCID
Added: April 11, 2023

2022 article

Generalized propensity score approach to causal inference with spatial interference

Giffin, A., Reich, B. J., Yang, S., & Rappold, A. G. (2022, September 19). BIOMETRICS, Vol. 9.

By: A. Giffin n, B. Reich nโ€‰, S. Yang nโ€‰ & A. Rappoldโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: air pollution; causal inference; interference; spatial process; wildfire
Sources: Web Of Science, ORCID
Added: October 3, 2022

2022 journal article

Identifiability of causal effects with multiple causes and a binary outcome

BIOMETRIKA, 109(1), 265โ€“272.

By: D. Kongโ€‰*, S. Yang*โ€‰ & L. Wangโ€‰*

co-author countries: Canada ๐Ÿ‡จ๐Ÿ‡ฆ
author keywords: Binary choice model; Latent ignorability; Unmeasured confounding
Sources: Web Of Science, ORCID
Added: March 21, 2022

2022 article

Improving trial generalizability using observational studies

Lee, D., Yang, S., Dong, L., Wang, X., Zeng, D., & Cai, J. (2022, January 11). BIOMETRICS, Vol. 1.

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: causal inference; double robustness; generalizability; semiparametric efficiency; transportability
Sources: Web Of Science, ORCID
Added: January 18, 2022

2022 article

Matrix completion under complex survey sampling

Mao, X., Wang, Z., & Yang, S. (2022, September 19). ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, Vol. 9.

By: X. Maoโ€‰*, Z. Wangโ€‰* & S. Yang nโ€‰

co-author countries: China ๐Ÿ‡จ๐Ÿ‡ณ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Asymptotic upper bound; Augmented inverse probability weighting estimator; Low-rank structure; Missingness at random
Sources: Web Of Science, ORCID
Added: September 26, 2022

2022 article

Multiply robust estimation of causal effects under principal ignorability

Jiang, Z., Yang, S., & Ding, P. (2022, May 20). JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, Vol. 5.

By: Z. Jiangโ€‰*, S. Yang nโ€‰ & P. Dingโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: noncompliance; principal stratification; sensitivity analysis; surrogate endpoint; truncation by death
Sources: Web Of Science, ORCID
Added: May 31, 2022

2022 article

Multiply robust matching estimators of average and quantile treatment effects

Yang, S., & Zhang, Y. (2022, April 7). SCANDINAVIAN JOURNAL OF STATISTICS, Vol. 4.

By: S. Yang nโ€‰ & Y. Zhang n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Bahadur representation; causal effect on the treated; double robustness; quantile estimation; weighted bootstrap
Sources: Web Of Science, ORCID
Added: April 18, 2022

2022 article

Nearest neighbour ratio imputation with incomplete multinomial outcome in survey sampling

Gao, C., Thompson, K. J., Kim, J. K., & Yang, S. (2022, May 10). JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, Vol. 5.

By: C. Gao nโ€‰, K. Thompson*, J. Kimโ€‰ n & S. Yang*โ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: generalized additive models; hot deck imputation; non-response
Sources: Web Of Science, ORCID
Added: May 23, 2022

2022 journal article

Nonparametric Mass Imputation for Data Integration

JOURNAL OF SURVEY STATISTICS AND METHODOLOGY, 10(1), 1โ€“24.

By: S. Chen, S. Yang*โ€‰ & J. Kim

author keywords: Approximate Bayesian; Generalized additive model; Hybrid bootstrap; Kernel smoothing; Missingness at random; Nonprobability sample
Source: Web Of Science
Added: March 21, 2022

2022 journal article

Outcome-adjusted balance measure for generalized propensity score model selection

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 221, 188โ€“200.

By: H. Zhao n & S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Generalized propensity score; Model selection; Balance measure
Sources: Web Of Science, ORCID
Added: June 20, 2022

2022 journal article

ROBUST INFERENCE OF CONDITIONAL AVERAGE TREATMENT EFFECTS USING DIMENSION REDUCTION

STATISTICA SINICA, 32, 547โ€“567.

By: M. Huang & S. Yang*โ€‰

author keywords: Augmented inverse probability weighting; kernel smooth-ing; matching; U-statistic; weighted bootstrap
Sources: Web Of Science, ORCID
Added: February 7, 2022

2022 journal article

Semiparametric estimation of structural nested mean models with irregularly spaced longitudinal observations

BIOMETRICS, 78(3), 937โ€“949.

By: S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: causality; counting process; discretization; g‐ estimator; martingale
MeSH headings : Causality; Computer Simulation; Humans; Longitudinal Studies; Models, Statistical; Probability
Source: Web Of Science
Added: May 17, 2021

2022 article

Sensitivity analyses in longitudinal clinical trials via distributional imputation

Liu, S., Yang, S., Zhang, Y., & Liu, G. (2022, November 6). STATISTICAL METHODS IN MEDICAL RESEARCH, Vol. 11.

By: S. Liu n, S. Yang nโ€‰, Y. Zhangโ€‰* & G. Liu*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Longitudinal clinical trial; missing data; distributional imputation; multiple imputation; sensitivity analysis
MeSH headings : Models, Statistical; Computer Simulation; Antidepressive Agents / therapeutic use; Monte Carlo Method; Benzenesulfonates
Sources: Web Of Science, ORCID
Added: November 21, 2022

2022 article

Spectral adjustment for spatial confounding

Guan, Y., Page, G. L., Reich, B. J., Ventrucci, M., & Yang, S. (2022, December 21). BIOMETRIKA, Vol. 12.

By: Y. Guanโ€‰*, G. Page*, B. Reich nโ€‰, M. Ventrucci* & S. Yang nโ€‰

co-author countries: Italy ๐Ÿ‡ฎ๐Ÿ‡น United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Coherence; Conditional autoregressive prior; COVID-19; Matern covariance; Spatial confounding
Sources: Web Of Science, ORCID
Added: March 13, 2023

2022 article

Statistical data integration in survey sampling: a review (vol 3, pg 625, 2020)

Yang, S., & Kim, J. K. (2022, March 28). JAPANESE JOURNAL OF STATISTICS AND DATA SCIENCE, Vol. 3.

By: S. Yang nโ€‰ & J. Kimโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: Web Of Science, ORCID
Added: April 8, 2022

2022 article

Transfer Learning of Individualized Treatment Rules from Experimental to Real-World Data

Wu, L., & Yang, S. (2022, November 30). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, Vol. 11.

By: L. Wuโ€‰ n & S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Augmented inverse probability weighting; Calibration weighting; Classification error; Covariate shift; Cross-validation; Transportability
Sources: Web Of Science, ORCID
Added: February 20, 2023

2022 article

Treatment-specific marginal structural Cox model for the effect of treatment discontinuation

Johnson, D., Pieper, K., & Yang, S. (2022, March 31). PHARMACEUTICAL STATISTICS, Vol. 3.

By: D. Johnsonโ€‰*, K. Pieper* & S. Yang nโ€‰

co-author countries: United Kingdom of Great Britain and Northern Ireland ๐Ÿ‡ฌ๐Ÿ‡ง United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: articifial censoring; causal inference; discontinuation; inverse probability weighting; time-dependent confounding
MeSH headings : Administration, Oral; Anticoagulants / adverse effects; Atrial Fibrillation / chemically induced; Atrial Fibrillation / drug therapy; Humans; Probability; Proportional Hazards Models
Sources: Web Of Science, ORCID
Added: April 18, 2022

2022 article

Utilizing stratified generalized propensity score matching to approximate blocked randomized designs with multiple treatment levels

Corder, N., & Yang, S. (2022, June 20). JOURNAL OF BIOPHARMACEUTICAL STATISTICS, Vol. 6.

By: N. Corder n & S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: causal inference; propensity score; matching; multiple treatments; stratification
MeSH headings : Child; Computer Simulation; Humans; Propensity Score; Prospective Studies; Research Design; Retrospective Studies
Sources: Web Of Science, ORCID
Added: July 11, 2022

2021 article

A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications

INTERNATIONAL STATISTICAL REVIEW, Vol. 5.

By: B. Reich nโ€‰, S. Yang nโ€‰, Y. Guanโ€‰*, A. Giffin n, M. Millerโ€‰ n & A. Rappoldโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: interference; potential outcomes; propensity scores; spatial confounding; spillover
Source: ORCID
Added: June 18, 2021

2021 article

Practical recommendations on double score matching for estimating causal effects

Zhang, Y., Yang, S., Ye, W., Faries, D. E., Lipkovich, I., & Kadziola, Z. (2021, December 26). STATISTICS IN MEDICINE, Vol. 12.

By: Y. Zhang n, S. Yang nโ€‰, W. Yeโ€‰*, D. Fariesโ€‰*, I. Lipkovichโ€‰* & Z. Kadziola*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: average treatment effect on the treated; causal inference; double robustness; prognostic score; propensity score
MeSH headings : Bias; Causality; Computer Simulation; Humans; Propensity Score
Sources: Web Of Science, ORCID
Added: January 3, 2022

2021 article

Risks associated with discontinuation of oral anticoagulation in newly diagnosed patients with atrial fibrillation: Results from the GARFIELD-AF Registry

Cools, F., Johnson, D., Camm, A. J., Bassand, J.-P., Verheugt, F. W. A., Yang, S., โ€ฆ Kakkar, A. K. (2021, July 23). JOURNAL OF THROMBOSIS AND HAEMOSTASIS, Vol. 7.

By: F. Cools*, D. Johnsonโ€‰ n, A. Camm*, J. Bassandโ€‰*, F. Verheugtโ€‰*, S. Yang nโ€‰, A. Tsiatis n, D. Fitzmaurice* ...

co-author countries: Belgium ๐Ÿ‡ง๐Ÿ‡ช Canada ๐Ÿ‡จ๐Ÿ‡ฆ Germany ๐Ÿ‡ฉ๐Ÿ‡ช United Kingdom of Great Britain and Northern Ireland ๐Ÿ‡ฌ๐Ÿ‡ง Japan ๐Ÿ‡ฏ๐Ÿ‡ต Netherlands ๐Ÿ‡ณ๐Ÿ‡ฑ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: anticoagulation; antiplatelet; atrial fibrillation; discontinuation; marginal structure models; outcomes
MeSH headings : Administration, Oral; Anticoagulants / adverse effects; Atrial Fibrillation / complications; Atrial Fibrillation / diagnosis; Atrial Fibrillation / drug therapy; Humans; Registries; Risk Factors; Stroke / diagnosis; Stroke / etiology; Stroke / prevention & control
Sources: Web Of Science, ORCID
Added: August 2, 2021

2021 article

SMIM: A unified framework of survival sensitivity analysis using multiple imputation and martingale

Yang, S., Zhang, Y., Liu, G. F., & Guan, Q. (2021, September 20). BIOMETRICS, Vol. 9.

By: S. Yang nโ€‰, Y. Zhangโ€‰*, G. Liu* & Q. Guan*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: delta adjustment; jump-to-reference; restrictive mean survival time; restrictive mean time loss; wild-bootstrap
MeSH headings : Models, Statistical; Computer Simulation; Survival Analysis; Research Design
Sources: Web Of Science, ORCID
Added: October 4, 2021

2020 journal article

Ascertaining properties of weighting in the estimation of optimal treatment regimes under monotone missingness

STATISTICS IN MEDICINE, 39(25), 3503โ€“3520.

By: L. Dongโ€‰ n, E. Laber n, Y. Goldbergโ€‰*, R. Song nโ€‰ & S. Yang nโ€‰

co-author countries: Israel ๐Ÿ‡ฎ๐Ÿ‡ฑ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: augmented inverse probability weighting; dynamic treatment regimes; monotonic coarseness; outcome weighted learning; Q-learning
MeSH headings : Computer Simulation; Humans; Models, Statistical; Precision Medicine; Probability
Sources: Web Of Science, ORCID
Added: August 17, 2020

2020 report

Double score matching estimators of average and quantile treatment effects

https://arxiv.org/abs/2001.06049

By: S. Yangโ€‰ & Y. Zhang

Source: NC State University Libraries
Added: September 27, 2020

2020 journal article

Doubly robust inference when combining probability and non-probability samples with high dimensional data

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 1.

By: S. Yang nโ€‰, J. Kimโ€‰* & R. Song nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Data integration; Double robustness; Generalizability; Penalized estimating equation; Variable selection
Sources: Crossref, ORCID
Added: January 13, 2020

2020 journal article

Estimating Average Treatment Effects Utilizing Fractional Imputation when Confounders are Subject to Missingness

JOURNAL OF CAUSAL INFERENCE, 8(1), 249โ€“271.

By: N. Corder n & S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Missing Data; Fractional Imputation; Multiple Imputation
Source: Web Of Science
Added: March 8, 2021

2020 report

Estimating Average Treatment Effects Utilizing Fractional Imputation when Confounders are Subject to Missingness

https://arxiv.org/pdf/1905.11497

By: N. Corder & S. Yangโ€‰

Source: NC State University Libraries
Added: September 27, 2020

2020 report

Integrative analysis of randomized clinicaltrials with real world evidence studies

https://arxiv.org/pdf/2003.01242

By: L. Dong, S. Yangโ€‰, X. Wang, D. Zeng & J. Cai

Source: NC State University Libraries
Added: September 27, 2020

2020 journal article

Robust estimation for moment condition models with data missing not at random

Journal of Statistical Planning and Inference, 207, 246โ€“254.

By: W. Liโ€‰*, S. Yang nโ€‰ & P. Hanโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Identification; Empirical likelihood; Missing not at random; Multiple robustness; Semiparametric maximum likelihood estimator
Sources: Web Of Science, ORCID
Added: March 23, 2020

2020 review

Statistical data integration in survey sampling: a review

[Review of ]. JAPANESE JOURNAL OF STATISTICS AND DATA SCIENCE, 3(2), 625โ€“650.

By: S. Yang nโ€‰ & J. Kimโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Generalizability; Meta-analysis; Missing at random; Transportability
Source: Web Of Science
Added: October 18, 2021

2020 report

Statistical data integration in survey sampling: a review

https://arxiv.org/abs/2001.03259

By: S. Yangโ€‰ & J. Kim

Source: NC State University Libraries
Added: September 27, 2020

2019 journal article

Asymptotic theory and inference of predictive mean matching imputation using a superpopulation model framework

Scandinavian Journal of Statistics, 47(3), 839โ€“861.

By: S. Yang nโ€‰ & J. Kimโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: hot deck imputation; Jackknife variance estimation; martingale central limit theorem; missing at random
Sources: Web Of Science, ORCID, Crossref
Added: January 6, 2020

2019 journal article

Causal inference with confounders missing not at random

Biometrika, 106(4), 875โ€“888.

By: S. Yang nโ€‰, L. Wang* & P. Dingโ€‰*

co-author countries: Canada ๐Ÿ‡จ๐Ÿ‡ฆ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Completeness; Identifiability; Ill-posed inverse problem; Integral equation; Outcome-independent missingness; Two-stage least squares estimator
Sources: Crossref, ORCID
Added: January 14, 2020

2019 journal article

Combining Multiple Observational Data Sources to Estimate Causal Effects

Journal of the American Statistical Association, 6, 1โ€“33.

By: S. Yang nโ€‰ & P. Dingโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Calibration; Causal inference; Inverse probability weighting; Missing confounder; Two-phase sampling
Sources: Crossref, ORCID
Added: January 13, 2020

2019 article

Discussion of "Penalized Spline of Propensity Methods for Treatment Comparison" by Zhou, Elliott, and Little

Yang, S., & Zeng, D. (2019, January 2). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 114, pp. 31โ€“32.

By: S. Yang nโ€‰ & D. Zengโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: Web Of Science, ORCID
Added: July 1, 2019

2019 journal article

Flexible Imputation of Missing Data, 2nd ed.

Journal of the American Statistical Association, 114(527), 1421โ€“1421.

By: S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: Crossref, ORCID
Added: January 14, 2020

2019 report

Matrix completion for survey data prediction with multivariate missingness

https://arxiv.org/pdf/1907.08360

By: X. Mao, Z. Wang & S. Yangโ€‰

Source: NC State University Libraries
Added: September 27, 2020

2019 report

Muti-cause causal inference with unmeasured confounding and binary outcome

https://arxiv.org/pdf/1907.13323

By: D. Kong, S. Yangโ€‰ & L. Wang

Source: NC State University Libraries
Added: September 27, 2020

2019 chapter

Nearest Neighbor Imputation for General Parameter Estimation in Survey Sampling

In Advances in Econometrics (pp. 209โ€“234).

By: S. Yang nโ€‰ & J. Kimโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: Crossref, ORCID
Added: January 14, 2020

2019 report

Nonparametric mass imputation for data integration

(Joint Statistical Meetings Report No. #301796).

By: S. Chen, S. Yangโ€‰ & J. Kim

Source: NC State University Libraries
Added: September 27, 2020

2019 journal article

Semiparametric estimation of structural failure time models in continuous-time processes

Biometrika, 10.

By: S. Yang nโ€‰, K. Pieper* & F. Cools*

co-author countries: Belgium ๐Ÿ‡ง๐Ÿ‡ช United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Causality; Cox proportional hazards model; Discretization; Observational study; Semiparametric analysis; Survival data
Sources: Crossref, ORCID
Added: January 14, 2020

2018 journal article

Approximate Bayesian inference under informative sampling

BIOMETRIKA, 105(1), 91โ€“102.

By: Z. Wang*, J. Kim* & S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Analytic inference; Complex sampling; Predictive inference; Pseudolikelihood
Sources: Web Of Science, ORCID
Added: August 6, 2018

2018 journal article

Asymptotic inference of causal effects with observational studies trimmed by the estimated propensity scores

BIOMETRIKA, 105(2), 487โ€“493.

By: S. Yang nโ€‰ & P. Dingโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Bootstrap; Limited overlap; Nonsmooth estimator; Potential outcome; Unconfoundedness
Sources: Web Of Science, ORCID
Added: August 6, 2018

2018 journal article

Discussion: Dissecting Multiple Imputation from a Multi-phase Inference Perspective: What Happens When God's, Imputer's and Analyst's Models are Uncongenial? by X. Xie and X. L. Meng

Statistica Sinica.

By: S. Yang*โ€‰ & J. Kim

Sources: Crossref, ORCID
Added: January 14, 2020

2018 journal article

Estimation of the cumulative incidence function under multiple dependent and independent censoring mechanisms

LIFETIME DATA ANALYSIS, 24(2), 201โ€“223.

By: J. Lokโ€‰*, S. Yang nโ€‰, B. Sharkey* & M. Hughesโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Competing risks; Cumulative incidence function; Dependent censoring; Inverse probability weighting
MeSH headings : Algorithms; Bias; Drug Therapy; HIV Infections / drug therapy; Incidence; Models, Statistical; Multicenter Studies as Topic; Randomized Controlled Trials as Topic; Safety
Sources: Web Of Science, ORCID
Added: August 6, 2018

2018 report

Integration of survey and big observational data for finite population inference using mass imputation

https://arxiv.org/abs/1807.02817

By: S. Yangโ€‰, J. Kim & Y. Hwang

Source: NC State University Libraries
Added: September 27, 2020

2018 journal article

Modeling survival distribution as a function of time to treatment discontinuation: A dynamic treatment regime approach

BIOMETRICS, 74(3), 900โ€“909.

By: S. Yang nโ€‰, A. Tsiatis n & M. Blazing*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Dynamic treatment; Inverse weighting; Observational study; Survival distribution; Time-varying confounding; Treatment discontinuation
MeSH headings : Cardiovascular Diseases / therapy; Computer Simulation; Humans; Kaplan-Meier Estimate; Models, Statistical; Survival Analysis; Time-to-Treatment; Withholding Treatment / statistics & numerical data
Sources: Web Of Science, ORCID
Added: October 16, 2018

2018 journal article

Propensity Score Weighting for Causal Inference with Clustered Data

Journal of Causal Inference, 6(2).

By: S. Yang nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Calibration; Inverse probability weighting; Survey sampling; Unmeasured confounding
Sources: Web Of Science, ORCID, Crossref
Added: October 16, 2018

2018 journal article

SENSITIVITY ANALYSIS FOR UNMEASURED CONFOUNDING IN COARSE STRUCTURAL NESTED MEAN MODELS

STATISTICA SINICA, 28(4), 1703โ€“1723.

By: S. Yang nโ€‰ & J. Lokโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Censoring; confounding by indication; estimating equations; HIV/AIDS research; non-ignorable; sequential randomization
Sources: Web Of Science, ORCID
Added: December 3, 2018

2018 journal article

Semiparametric efficient estimation of structural nested mean models with irregularly spaced observations

https://arxiv.org/abs/1810.00042

By: S. Yangโ€‰

Source: NC State University Libraries
Added: September 27, 2020

2017 journal article

A note on multiple imputation under complex sampling

Biometrika, 104(1), 221โ€“228.

By: J. Kim & S. Yangโ€‰

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

2017 journal article

A semiparametric inference to regression analysis with missing covariates in survey data

Statistica Sinica, 27(1), 261โ€“285.

By: S. Yang*โ€‰ & J. Kim

author keywords: Asymptotic linearization representation; fractional imputation; nonparametric maximum likelihood estimator; nonresponse
Sources: Crossref, ORCID, Web Of Science
Added: August 6, 2018

2017 journal article

God, devil and guru in the land of multiple imputation discussion

Statistica Sinica, 27(4), 1568โ€“1573.

By: S. Yangโ€‰ & J. Kim

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

2016 journal article

A goodness-of-fit test for structural nested mean models

Biometrika, 103(3), 734โ€“741.

By: S. Yang*โ€‰ & J. Lok

author keywords: Causal inference; Estimating equation; HIV; AIDs; Over-identification restrictions test
Sources: Crossref, ORCID
Added: January 14, 2020

2016 journal article

A note on multiple imputation for method of moments estimation

Biometrika, 103(1), 244โ€“251.

By: S. Yang*โ€‰ & J. Kim

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Bayesian method; Congeniality; Missingness at random; Proper imputation; Survey sampling
Sources: Crossref, ORCID
Added: January 14, 2020

2016 journal article

Fractional Imputation in Survey Sampling: A Comparative Review

Statistical Science, 31(3), 415โ€“432.

By: S. Yang*โ€‰ & J. Kim

author keywords: Item nonresponse; missing at random; Monte Carlo EM; multiple imputation; synthetic imputation
Sources: Crossref, ORCID
Added: January 14, 2020

2016 conference paper

Jamming and advanced modular-based blind rendezvous algorithms for cognitive radio networks

2016 IEEE 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WOWMOM).

By: Y. Oh n & D. Thuente n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2016 journal article

Propensity Score Matching and Subclassification in Observational Studies with Multi-Level Treatments

BIOMETRICS, 72(4), 1055โ€“1065.

By: S. Yang*โ€‰, G. Imbens*, Z. Cuiโ€‰*, D. Fariesโ€‰* & Z. Kadziola

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Generalized propensity score; Matching; Multi-level treatments; Potential outcomes; Subclassification; Unconfoundedness
MeSH headings : Bias; Computer Simulation; Fibromyalgia / therapy; Humans; Models, Statistical; Observational Studies as Topic / statistics & numerical data; Propensity Score; Treatment Outcome
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 journal article

Factors Associated with Parent Concern for Child Weight and Parenting Behaviors

Childhood Obesity, 11(3), 269โ€“274.

By: K. Peyerโ€‰*, G. Welk*, L. Bailey-Davisโ€‰*, S. Yang*โ€‰ & J. Kimโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
MeSH headings : Adolescent; Adult; Body Mass Index; Child; Educational Status; Female; Health Behavior; Health Knowledge, Attitudes, Practice; Humans; Male; Obesity / epidemiology; Obesity / prevention & control; Obesity / psychology; Parenting / psychology; Parents / education; Parents / psychology; Pennsylvania / epidemiology; Social Perception; Surveys and Questionnaires
Sources: Crossref, ORCID
Added: January 14, 2020

2015 journal article

Likelihood-based Inference with Missing Data Under Missing-at-Random

Scandinavian Journal of Statistics, 43(2), 436โ€“454.

By: S. Yang*โ€‰ & J. Kimโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: confidence interval; fractional imputation; likelihood ratio; nonresponse; profile likelihood ratio
Sources: Crossref, ORCID
Added: January 14, 2020

2015 report

Semiparametric estimation of spectral density function for irregular spatial data

https://arxiv.org/abs/1508.06886

By: S. Yangโ€‰ & Z. Zhu

Source: NC State University Libraries
Added: September 27, 2020

2014 journal article

Fractional hot deck imputation for robust inference under item nonresponse in survey sampling

Survey Methodology, 40(2), 211โ€“230. https://lib.dr.iastate.edu/stat_las_pubs/116/

By: J. Kim & S. Yangโ€‰

Source: NC State University Libraries
Added: September 27, 2020

2014 journal article

Variance estimation and kriging prediction for a class of non-stationary spatial models

Statistica Sinica.

By: S. Yang*โ€‰ & Z. Zhu

author keywords: Bandwidth selection; heteroscedasticity; K-fold cross-validation; local polynomial regression; rates of convergence; variance function
Sources: Crossref, ORCID
Added: January 14, 2020

2013 conference paper

Improved estimation for June Area Survey incorporating several information

Proceedings 59th ISI World Statistics Congress, 199โ€“204.

By: J. Kim, Z. Zhu & S. Yangโ€‰

Event: at Hong Kong, China

Source: NC State University Libraries
Added: September 24, 2020

2013 journal article

Imputation methods for quantile estimation under missing at random

Statistics and Its Interface, 6(3), 369โ€“377.

By: S. Yang*โ€‰, J. Kimโ€‰* & D. Shinโ€‰*

co-author countries: Korea (Republic of) ๐Ÿ‡ฐ๐Ÿ‡ท United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: Crossref, ORCID
Added: January 14, 2020

2013 journal article

Parametric fractional imputation for mixed models with nonignorable missing data

Statistics and Its Interface, 6(3), 339โ€“347.

By: S. Yang*โ€‰, J. Kimโ€‰* & Z. Zhuโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: Crossref, ORCID
Added: January 14, 2020

report

A spatial causal analysis of wildland fire- contributed PM2.5 using numerical model output

Larsen, A., Yang, S., Rappold, A., & Reich, B. https://arxiv.org/pdf/2003.06037

By: A. Larsen, S. Yangโ€‰, A. Rappold & B. Reich

Source: NC State University Libraries
Added: September 27, 2020

report

A unified framework for causal inference with multiple imputation using martingale

Guan, Q., & Yang, S. https://arxiv.org/pdf/1911.04663

By: Q. Guan & S. Yangโ€‰

Source: NC State University Libraries
Added: September 27, 2020

report

Causal inference of hazard ratio based on propensity score matching

Tang, S., Yang, S., Wang, T., Cui, Z., Li, L., & Faries, D. https://arxiv.org/pdf/1911.12430

By: S. Tang, S. Yangโ€‰, T. Wang, Z. Cui, L. Li & D. Faries

Source: NC State University Libraries
Added: September 27, 2020

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