Matthew R. Williams

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Private Tabular Survey Data Products through Synthetic Microdata Generation

Terrance D. Savitsky, Jingchen Hu, Matthew R. Williams, 2021 .

Likelihood-based testing and model selection for hazard functions with unknown change-points

Matthew R. Williams, 2011 .

Bayesian Mixed Effects Model Estimation under Informative Sampling

Matthew R. Williams, T. Savitsky, 2019, 1904.07680.

A Test for an Abrupt Change in Weibull Hazard Functions with Staggered Entry and Type I Censoring

Matthew R. Williams, Dong-yun Kim, 2013 .

Risk-Efficient Bayesian Data Synthesis for Privacy Protection

Terrance D. Savitsky, Jingchen Hu, Matthew R. Williams, 2019, Journal of Survey Statistics and Methodology.

Bayesian Pseudo Posterior Mechanism under Asymptotic Differential Privacy

Matthew R. Williams, T. Savitsky, Jingchen Hu, 2019, J. Mach. Learn. Res..

Uncertainty Estimation for Pseudo‐Bayesian Inference Under Complex Sampling

Matthew R. Williams, Terrance D. Savitsky, Matthew R. Williams, 2020, International Statistical Review.

Bayesian Estimation Under Informative Sampling with Unattenuated Dependence

Terrance D. Savitsky, Matthew R. Williams, Matthew R. Williams, 2018, Bayesian Analysis.

Statistical trend and change-point analysis of land-cover-change patterns in East Africa

Nicolle Clements, Dong-Yun Kim, Matthew R. Williams, 2013 .

Private Tabular Survey Data Products through Synthetic Microdata Generation

Matthew R. Williams, T. Savitsky, Jingchen Hu, 2021, 2101.06188.

Optimization of Survey Weights under a Large Number of Conflicting Constraints

Terrance D. Savitsky, Matthew R. Williams, Matthew R. Williams, 2019, 1901.03791.

Mechanisms for Global Differential Privacy under Bayesian Data Synthesis

Matthew R. Williams, T. Savitsky, Jingchen Hu, 2022, Statistica Sinica.

Bayesian Dependent Functional Mixture Estimation for Area and Time-Indexed Data: An Application for the Prediction of Monthly County Employment

Matthew R. Williams, T. Savitsky, 2021 .