Department of Biostatistics

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Statistical hypothesis testing versus machine-learning binary classification: distinctions and guidelines.

2020

A bootstrap lasso + partial ridge method to construct confidence intervals for parameters in high-dimensional sparse linear models.
- Liu, Hanzhong;
- Xu, Xin;
- Li, Jingyi Jessica
A Unifying Bayesian Approach for Sample Size Determination Using Design andAnalysis Priors
- Pan, Jane;
- Banerjee, Sudipto
Bipartite tight spectral clustering (BiTSC) algorithm for identifying conserved gene co-clusters in two species.
- Sun, Yidan Eden;
- Zhou, Heather J.;
- Li, Jingyi Jessica
Multivariate Directed Acyclic Graph Auto-Regressive (MDAGAR) models for spatial diseases mapping
- Gao, Leiwen;
- Datta, Abhirup;
- Banerjee, Sudipto
Highly Scalable Bayesian Geostatistical Modeling via Meshed Gaussian Processes on Partitioned Domains
- Peruzzi, Michele;
- Banerjee, Sudipto;
- Finley, Andrew O