Position Title
Associate Professor
Position Title
Associate Professor
- Statistics
4105 Mathematical Sciences Building
One Shields Avenue, Davis CA 95616
One Shields Avenue, Davis CA 95616
Bio
Research Interests
- Bootstrap methods
- High-dimensional inference
- Error estimation for randomized algorithms
Selected Recent Publications
- Central limit theorem and bootstrap approximation in high dimensions: Near 1/√n rates via implicit smoothing, M. E. Lopes
to appear: The Annals of Statistics, 2022+. [arxiv] - A sharp lower-tail bound for Gaussian maxima with application to bootstrap methods in high dimensions, M. E. Lopes, J. Yao
Electronic Journal of Statistics, 2022. [pdf] [link] - Rates of bootstrap approximation for eigenvalues in high-dimensional PCA, J. Yao, M. E. Lopes
to appear: Statistica Sinica, 2022+. [arxiv] - Bootstrapping max statistics in high dimensions:
Near-parametric rates under weak variance decay and application to functional and multinomial data, M. E. Lopes, Z. Lin, H.-G. Mueller
The Annals of Statistics, 2020. [link] [pdf] [arxiv] - Estimating the algorithmic variance of randomized ensembles via the bootstrap, M. E. Lopes
The Annals of Statistics, 2019. [link] [pdf] [arxiv] - Bootstrapping spectral statistics in high dimensions, M. E. Lopes, A. Blandino, A. Aue
Biometrika, 2019. [link] [arxiv]
Education
- UC Berkeley Ph.D.