611 citations · 1.4k across the 9 of their papers we have counts for
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stat.ME2009★ 118 cited
Variable selection in high-dimensional linear models: partially faithful distributions and the PC-simple algorithm
Peter Bühlmann, Markus Kalisch, Marloes H. Maathuis
We consider variable selection in high-dimensional linear models where the number of covariates greatly exceeds the sample size. We introduce the new concept of partial faithfulnes…
stat.ME2009
Decomposition and Model Selection for Large Contingency Tables
Corinne Dahinden, Markus Kalisch, Peter Bühlmann
Large contingency tables summarizing categorical variables arise in many areas. For example in biology when a large number of biomarkers are cross-tabulated according to their disc…