Works (74)

2022 journal article

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

ANNALS OF APPLIED STATISTICS, 16(4), 2714–2731.

By: A. Larsen, S. Yang, B. Reich & A. Rappold

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, W. Lu, S. Yang & P. Ghosh*

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, S. Yang & Y. Guan

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. Zhang* & S. Yang

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), 415–440.

By: D. Lee, S. Yang & X. Wang*

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, W. Gong, S. Majumder, A. Rappold, B. Reich & S. Yang

author keywords: Causal inference; COVID-19; Spatiotemporal modeling; SIR model
Sources: Web Of Science, ORCID
Added: November 21, 2022

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, B. Reich, S. Yang & A. Rappold*

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), 265–272.

By: D. Kong*, S. Yang & L. Wang*

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.

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. Mao*, Z. Wang & S. Yang

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. Jiang*, S. Yang & P. Ding*

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 & Y. Zhang

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, K. Thompson, J. Kim & S. Yang

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), 1–24.

By: S. Chen*, S. Yang & 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, 188–200.

By: H. Zhao & S. Yang

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, 547–567.

By: M. Huang* & S. Yang

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), 937–949.

By: S. Yang

author keywords: causality; counting process; discretization; g‐ estimator; martingale
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, S. Yang, Y. Zhang* & G. Liu*

author keywords: Longitudinal clinical trial; missing data; distributional imputation; multiple imputation; sensitivity analysis
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. Guan, G. Page, B. Reich, M. Ventrucci & S. Yang

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 & J. Kim*

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. Wu n & S. Yang

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. Johnson*, K. Pieper* & S. Yang

author keywords: articifial censoring; causal inference; discontinuation; inverse probability weighting; time-dependent confounding
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 & S. Yang

author keywords: causal inference; propensity score; matching; multiple treatments; stratification
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, S. Yang, Y. Guan*, A. Giffin n, M. Miller n & A. Rappold*

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.

author keywords: average treatment effect on the treated; causal inference; double robustness; prognostic score; 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., … Kakkar, A. K. (2021, July 23). JOURNAL OF THROMBOSIS AND HAEMOSTASIS, Vol. 7.

author keywords: anticoagulation; antiplatelet; atrial fibrillation; discontinuation; marginal structure models; outcomes
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, Y. Zhang*, G. Liu* & Q. Guan

author keywords: delta adjustment; jump-to-reference; restrictive mean survival time; restrictive mean time loss; wild-bootstrap
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), 3503–3520.

By: L. Dong n, E. Laber, Y. Goldberg*, R. Song & S. Yang

author keywords: augmented inverse probability weighting; dynamic treatment regimes; monotonic coarseness; outcome weighted learning; Q-learning
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. Yang & 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, J. Kim* & R. Song

author keywords: Data integration; Double robustness; Generalizability; Penalized estimating equation; Variable selection
Sources: Crossref, ORCID
Added: January 13, 2020

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. Yang

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

2020 journal article

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

JOURNAL OF CAUSAL INFERENCE, 8(1), 249–271.

By: N. Corder & S. Yang

author keywords: Missing Data; Fractional Imputation; Multiple Imputation
Source: Web Of Science
Added: March 8, 2021

2020 report

Integrative analysis of randomized clinicaltrials with real world evidence studies

https://arxiv.org/pdf/2003.01242

By: L. Dong, S. Yang, 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, 246–254.

By: W. Li*, S. Yang & P. Han*

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 report

Statistical data integration in survey sampling: a review

https://arxiv.org/abs/2001.03259

By: S. Yang & J. Kim

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

2020 review

Statistical data integration in survey sampling: a review

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

By: S. Yang & J. Kim*

author keywords: Generalizability; Meta-analysis; Missing at random; Transportability
Source: Web Of Science
Added: October 18, 2021

2019 journal article

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

Scandinavian Journal of Statistics, 47(3), 839–861.

By: S. Yang & J. Kim*

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), 875–888.

By: S. Yang, L. Wang* & P. Ding*

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, 1–33.

By: S. Yang & P. Ding*

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. 31–32.

By: S. Yang & D. Zeng*

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), 1421–1421.

By: S. Yang

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. Yang

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. Yang & 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. 209–234).

By: S. Yang & J. Kim

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. Yang & 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, K. Pieper* & F. Cools*

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), 91–102.

By: Z. Wang*, J. Kim* & S. Yang

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), 487–493.

By: S. Yang & P. Ding*

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 & 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), 201–223.

By: J. Lok*, S. Yang, B. Sharkey* & M. Hughes*

author keywords: Competing risks; Cumulative incidence function; Dependent censoring; Inverse probability weighting
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. Yang, 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), 900–909.

By: S. Yang, A. Tsiatis & M. Blazing*

author keywords: Dynamic treatment; Inverse weighting; Observational study; Survival distribution; Time-varying confounding; Treatment discontinuation
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

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), 1703–1723.

By: S. Yang & J. Lok*

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. Yang

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

2017 journal article

A note on multiple imputation under complex sampling

Biometrika, 104(1), 221–228.

By: J. Kim & S. Yang

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), 261–285.

By: S. Yang & 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), 1568–1573.

By: S. Yang & 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), 734–741.

By: S. Yang & 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), 244–251.

By: S. Yang & J. Kim*

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), 415–432.

By: S. Yang & 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

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), 1055–1065.

By: S. Yang, G. Imbens*, Z. Cui*, D. Faries* & Z. Kadziola*

author keywords: Generalized propensity score; Matching; Multi-level treatments; Potential outcomes; Subclassification; Unconfoundedness
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), 269–274.

By: K. Peyer*, G. Welk*, L. Bailey-Davis*, S. Yang & J. Kim*

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), 436–454.

By: S. Yang & J. Kim*

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. Yang & 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), 211–230. https://lib.dr.iastate.edu/stat_las_pubs/116/

By: J. Kim & S. Yang

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 & 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, 199–204.

By: J. Kim, Z. Zhu & S. Yang

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), 369–377.

By: S. Yang, J. Kim* & D. Shin*

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), 339–347.

By: S. Yang, J. Kim* & Z. Zhu*

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. Yang, 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. Yang

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. Yang, T. Wang, Z. Cui, L. Li & D. Faries

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

Employment

2016 - present

North Carolina State University Raleigh, NC, US
Assistant Professor Statistics

2014 - 2016

Harvard T. Chan School of Public Health Boston, MA, US
Postdoctoral Fellow Biostatistics

2013 - 2014

Eli Lilly and Company Cambridge, MA, US
Intern

2009 - 2014

Iowa State University Ames, Iowa, US
Research Assistant Applied Mathematics and Statistics