most citedWhen can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, -consistency and Neuroscience Applications

1 citations · 1 across the 1 of their papers we have counts for

collaborators

3 papers

math.ST2018

Reducing Seed Bias in Respondent-Driven Sampling by Estimating Block Transition Probabilities

Yilin Zhang, Karl Rohe, Sebastien Roch

Respondent-driven sampling (RDS) is a popular approach to study marginalized or hard-to-reach populations. It collects samples from a networked population by incentivizing particip…

stat.ML2018

Understanding Regularized Spectral Clustering via Graph Conductance

Yilin Zhang, Karl Rohe

This paper uses the relationship between graph conductance and spectral clustering to study (i) the failures of spectral clustering and (ii) the benefits of regularization. The exp…

stat.ME2017★ 1 cited

When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, -consistency and Neuroscience Applications

Hao Henry Zhou, Yilin Zhang, Vamsi K. Ithapu +3

Many studies in biomedical and health sciences involve small sample sizes due to logistic or financial constraints. Often, identifying weak (but scientifically interesting) associa…