Date:18 October 2024, Friday
Location:S16-06-118, Seminar Room
Time:3pm, Singapore
Weighted pairwise likelihood goodness-of-fit tests for binary factor modelsLimited information goodness-of-fit (LIGOF) tests are increasingly recognized for their application in high-dimensional multivariate categorical data analysis. LIGOF tests address…
Date:7 October 2024, Monday
Location:S16-03-06
Time:3pm, Singapore
Optimal Design for A/B Testing in Partially Observable Time Series ExperimentsTime series experiments, in which experimental units receive a sequence of treatments over time, are prevalent in technological companies, including…
Date:7 October 2024, Monday
Location:S16-05-21
Time:10am, Singapore
Causal Functional Connectivity from Neural DynamicsFunctional connectivity represents brain network interactions and is fundamental to the translation of neural structure to brain function. While multiple…
Date:2 October 2024, Wednesday
Location:S16-06-118, Seminar Room
Time:3pm, Singapore
New Regression Model: Modal RegressionBuilt on the ideas of mean and quantile, mean regression and quantile regression are extensively investigated and popularly used to…
Date:30 September 2024, Monday
Location:S16-03-06
Time:3pm, Singapore
Distribution Estimation under Local Differential Privacy: From Quantile to BeyondWe propose novel algorithms for distribution estimation under Local Differential Privacy (LDP), focusing on both quantile and Cumulative Distribution Function…
Date:30 August 2024, Friday
Location:S16-06-118, Seminar Room
Time:3pm, Singapore
Transporting Evidence from and to External Studies by Leveraging Aggregate DataWith the increasing availability of data in the public domain, there has been a growing interest in exploiting information from…
Date:20 August 2024, Tuesday
Location:S16-06-118, Seminar Room
Time:4pm, Singapore
Mean estimation in high dimensionsConsider an unknown random vector X, taking values in R^d. Is it possible to “guess” its mean if the only…
Date:13 August 2024, Tuesday
Location:S16-06-118, Seminar Room
Time:2pm, Singapore
On the statistical foundations of h-likelihood for unobserved random variablesThe maximum likelihood estimation is widely used for statistical inferences. This paper aims to extend the classical likelihood theory to…
Date:07 August 2024, Wednesday
Location:S16-06-118, Seminar Room
Time:3pm, Singapore
Being Bayesian in the backyard of astrophysicistsThis talk will present my research journey in Bayesian methods inspired by gravitational wave problems. Firstly, I will present recent developments in…
Date:17 July 2024, Wednesday
Location:S16-06-118, Seminar Room
Time:3pm, Singapore
Estimate Vaccine Efficacy with Time-to-Infection DataThe COVID-19 pandemic has caused significant morbidity and mortality, as well as social and economic disruption worldwide. In order to…