Tags: Colloquium Series

The Statistics Department hosts weekly colloquia on a variety of statistcal subjects, bringing in speakers from around the world.

A Multi-Armed Bandit Approach for Online Monitoring High-Dimensional Streaming Data We investigate the problem of online monitoring high-dimensional streaming in resources constrained environments, where one has limited capacity in data acquisition, transmission or processing, and needs decide how to smartly observe which local components or features of high-dimensional streaming data at each and every time so as to detect potential anomaly…
Regularization Adjusted Local Average Treatment Estimation for Regression Discontinuity Designs The regression discontinuity design is one of the most popular and credible methods available for causal inference with observational data.   Estimation of local average treatment effects in RDDs are typically based on local linear regressions using the outcome variable, a treatment assignment variable, and a continuous running variable.…
Symbolic Data Analysis: Statistical Inference on Interval Data Regression
Recent developments for analyzing droplet-based single cell transcriptomic data Single cell transcriptome sequencing (scRNA-Seq) has become a revolutionary tool to study cellular and molecular processes. The newly developed droplet-based technologies enable efficient parallel processing of thousands of single cells with direct counting of transcript copies using Unique Molecular Identifier (UMI). Despite the rapid technology advance,…
The design of the National Forest Inventory for the Royal Government of Bhutan The Ministry of Agriculture and Forests of the Himalayan nation of Bhutan recently released its second report on the forest resources of the land. Planning for its first ever National Forest Inventory(NFI) had begun in 2009 with the aim of providing a model and comprehensive accounting of the country’s terrestrial resources. Details of the sampling design and its…