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…
Date:24 April 2024, Wednesday
Location:S16-06-118, Seminar Room
Time:3pm, Singapore
Cognitively Inspired machine learning for biomedical sciencesOur team at National University of Singapore utilizes newest discovery from cognitive sciences especially consciousness related knowledge to inspire next…
Date:15 April 2024, Monday
Location:S16-0304
Time:3pm, Singapore
SEMIPARAMETRIC METHODS FOR NONIGNORABLE MISSING DATA AND CAUSAL MODELSA statistical model fitted on some observed data represents and explains the mechanism underlying the data generation process. These models…
Date:08 April 2024, Monday
Location:S16-03-06
Time:3pm, Singapore
Introducing the specificity score: a measure of causality beyond P valueThere is considerable debate about P value in scientific research and its use is banished in several prestigious journals in…