832 citations · 3k across the 34 of their papers we have counts for
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math.ST2013
On the uniform convergence of empirical norms and inner products, with application to causal inference
Sara van de Geer
Uniform convergence of empirical norms - empirical measures of squared functions - is a topic which has received considerable attention in the literature on empirical processes. Th…
math.ST2013
The partial linear model in high dimensions
Patric Müller, Sara van de Geer
Partial linear models have been widely used as flexible method for modelling linear components in conjunction with non-parametric ones. Despite the presence of the non-parametric p…
math.ST2013★ 832 cited
On asymptotically optimal confidence regions and tests for high-dimensional models
Sara van de Geer, Peter Bühlmann, Ya'acov Ritov +1
We propose a general method for constructing confidence intervals and statistical tests for single or low-dimensional components of a large parameter vector in a high-dimensional m…