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"].

Sources: Web Of Science, ORCID

Added: November 14, 2022

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, p. [""].

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, p. [""].

Sources: Web Of Science, ORCID

Added: September 12, 2022

2022 journal article

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

*SPATIAL STATISTICS*, *["52"]*, [""].

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, p. [""].

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"].

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, p. [""].

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, p. [""].

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, p. [""].

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, p. [""].

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, p. [""].

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"].

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"].

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"].

Sources: Web Of Science, ORCID

Added: February 7, 2022

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, p. [""].

Sources: Web Of Science, ORCID

Added: November 21, 2022

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, p. [""].

Sources: Web Of Science, ORCID

Added: April 8, 2022

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, p. [""].

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, p. [""].

Sources: Web Of Science, ORCID

Added: July 11, 2022

2021 article

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

Reich, B. J., Yang, S., Guan, Y., Giffin, A. B., Miller, M. J., & Rappold, A. (2021, May 31). *INTERNATIONAL STATISTICAL REVIEW*, Vol. 5, p. [""].

Sources: Web Of Science, ORCID

Added: June 10, 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, p. [""].

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, p. [""].

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, p. [""].

Sources: Web Of Science, ORCID

Added: October 4, 2021

2021 article

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

*BIOMETRICS*.

Source: Web Of Science

Added: May 17, 2021

2020 article

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

*STATISTICS IN MEDICINE*.

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

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*.

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

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.

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

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.

Sources: Web Of Science, ORCID, NC State University Libraries

Added: March 23, 2020

2020 report

Statistical data integration in survey sampling: a review

https://arxiv.org/abs/2001.03259

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"].

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*.

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.

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.

Sources: Crossref, ORCID

Added: January 13, 2020

2019 article

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

*JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION*, Vol. 114, pp. 31–32.

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.

Sources: Crossref, ORCID

Added: January 14, 2020

2019 report

Matrix completion for survey data prediction with multivariate missingness

https://arxiv.org/pdf/1907.08360

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

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).

Sources: Crossref, ORCID

Added: January 14, 2020

2019 report

Nonparametric mass imputation for data integration

(Joint Statistical Meetings Report No. #301796).

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*.

Sources: Crossref, ORCID

Added: January 14, 2020

2018 journal article

Approximate Bayesian inference under informative sampling

*Biometrika*, *105*(1), 91–102.

Sources: NC State University Libraries, 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.

Sources: NC State University Libraries, 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*.

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.

Sources: NC State University Libraries, 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

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.

Sources: NC State University Libraries, ORCID

Added: October 16, 2018

2018 journal article

Propensity Score Weighting for Causal Inference with Clustered Data

*Journal of Causal Inference*, *6*(2).

Sources: NC State University Libraries, 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.

Sources: NC State University Libraries, 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

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.

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.

Sources: Crossref, ORCID, NC State University Libraries

Added: August 6, 2018

2017 journal article

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

*Statistica Sinica*, *27*(4), 1568–1573.

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.

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.

Sources: Crossref, ORCID

Added: January 14, 2020

2016 journal article

Fractional Imputation in Survey Sampling: A Comparative Review

*Statistical Science*, *31*(3), 415–432.

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)*.

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.

Sources: NC State University Libraries, 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.

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.

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

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/

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*.

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.

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.

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.

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

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

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

Source: NC State University Libraries

Added: September 27, 2020

2016 - present

2014 - 2016

2013 - 2014

2009 - 2014