output
20082026
most citedAvoiding catastrophic failure in correlated networks of networks

292 citations

researchers with a paper here
collaborating institutions
Showing stat.MEShow all

4 papers · 1 filter

stat.ME2020★ 7 cited

Modeling Interval Trendlines: Symbolic Singular Spectrum Analysis for Interval Time Series

Miguel de Carvalho, Gabriel Martos

In this article we propose an extension of singular spectrum analysis for interval-valued time series. The proposed methods can be used to decompose and forecast the dynamics gover…

stat.ME2019

Efficient estimation of optimal regimes under a no direct effect assumption

Lin Liu, Zach Shahn, James M. Robins +1

We derive new estimators of an optimal joint testing and treatment regime under the no direct effect (NDE) assumption that a given laboratory, diagnostic, or screening test has no…

stat.ME2017

Split Regularized Regression

Anthony Christidis, Ruben Zamar, Laks V. S. Lakshmanan +1

We propose an approach for fitting linear regression models that splits the set of covariates into groups. The optimal split of the variables into groups and the regularized estima…

stat.ME2015★ 20 cited

Causal Etiology of the Research of James M. Robins

Thomas S. Richardson, Andrea Rotnitzky

This issue of Statistical Science draws its inspiration from the work of James M. Robins. Jon Wellner, the Editor at the time, asked the two of us to edit a special issue that woul…