Asymptotics for parametric martingale posteriors

Authors: Fong, Edwin, Yiu, Andrew

Subject Terms: Mathematics - Statistics Theory, Statistics - Methodology

Access URL: http://arxiv.org/abs/2410.17692

Predictive performance of power posteriors

Authors: McLatchie, Yann, Fong, Edwin, Frazier, David T., Knoblauch, Jeremias

Subject Terms: Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2408.08806

Bayesian Quantile Estimation and Regression with Martingale Posteriors

Authors: Fong, Edwin, Yiu, Andrew

Subject Terms: Statistics - Methodology, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2406.03358

Data Fusion for Heterogeneous Treatment Effect Estimation with Multi-Task Gaussian Processes

Authors: Dimitriou, Evangelos, Fong, Edwin, Diaz-Ordaz, Karla, Lehmann, Brieuc

Subject Terms: Statistics - Methodology, Statistics - Applications

Access URL: http://arxiv.org/abs/2405.20957

Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling

Authors: Lee, Hyungi, Nam, Giung, Fong, Edwin, Lee, Juho

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.07282

concrete: Targeted Estimation of Survival and Competing Risks in Continuous Time

Authors: Chen, David, Rytgaard, Helene C. W., Fong, Edwin C. H., Tarp, Jens M., Petersen, Maya L., van der Laan, Mark J., Gerds, Thomas A.

Subject Terms: Statistics - Computation

Access URL: http://arxiv.org/abs/2310.19197

Semiparametric posterior corrections

Authors: Yiu, Andrew, Fong, Edwin, Holmes, Chris, Rousseau, Judith

Subject Terms: Statistics - Methodology, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2306.06059

A Causal Roadmap for Hybrid Randomized and Real-World Data Designs: Case Study of Semaglutide and Cardiovascular Outcomes

Authors: Dang, Lauren E, Fong, Edwin, Tarp, Jens Magelund, Clemmensen, Kim Katrine Bjerring, Ravn, Henrik, Kvist, Kajsa, Buse, John B, van der Laan, Mark, Petersen, Maya

Subject Terms: Statistics - Applications

Access URL: http://arxiv.org/abs/2305.07647

Martingale Posterior Neural Processes

Authors: Lee, Hyungi, Yun, Eunggu, Nam, Giung, Fong, Edwin, Lee, Juho

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2304.09431

Causal predictive inference and target trial emulation

Authors: Yiu, Andrew, Fong, Edwin, Walker, Stephen, Holmes, Chris

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/2207.12479

Quasi-Bayesian Nonparametric Density Estimation via Autoregressive Predictive Updates

Authors: Ghalebikesabi, Sahra, Holmes, Chris, Fong, Edwin, Lehmann, Brieuc

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Methodology

Access URL: http://arxiv.org/abs/2206.06462

A Predictive Approach to Bayesian Nonparametric Survival Analysis

Authors: Fong, Edwin, Lehmann, Brieuc

Subject Terms: Statistics - Methodology, Statistics - Computation

Access URL: http://arxiv.org/abs/2202.10361

Conformal Bayesian Computation

Authors: Fong, Edwin, Holmes, Chris

Subject Terms: Statistics - Methodology, Statistics - Computation

Access URL: http://arxiv.org/abs/2106.06137

Martingale posterior distributions

Authors: Fong, Edwin, Holmes, Chris, Walker, Stephen G.

Subject Terms: Statistics - Methodology, Mathematics - Statistics Theory

Access URL: http://arxiv.org/abs/2103.15671

On the marginal likelihood and cross-validation

Authors: Fong, Edwin, Holmes, Chris

Subject Terms: Statistics - Methodology, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1905.08737

Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior Bootstrap

Authors: Fong, Edwin, Lyddon, Simon, Holmes, Chris

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Methodology

Access URL: http://arxiv.org/abs/1902.03175

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Occurrence of Gastrointestinal Adverse Events Upon GLP-1 Receptor Agonist Initiation With Concomitant Metformin Use: A Post Hoc Analysis of LEADER, STEP 2, SUSTAIN-6, and PIONEER 6.

Authors: Klein, Klara R., Clemmensen, Kim K.B., Fong, Edwin, Olsen, Søren, Abrahamsen, Trine, Lingvay, Ildiko

Source: Diabetes Care; Feb2024, Vol. 47 Issue 2, p280-284, 5p

Subject Terms: GLUCAGON-like peptide-1 agonists, GLUCAGON-like peptide 1, METFORMIN, TYPE 2 diabetes, PRODUCT elimination

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