4 citations · 8 across the 2 of their papers we have counts for
3 papers
stat.ME2017★ 4 cited
Structure Learning of Linear Gaussian Structural Equation Models with Weak Edges
Marco F. Eigenmann, Preetam Nandy, Marloes H. Maathuis
We consider structure learning of linear Gaussian structural equation models with weak edges. Since the presence of weak edges can lead to a loss of edge orientations in the true u…
math.ST2016
Large-Sample Theory for the Bergsma-Dassios Sign Covariance
Preetam Nandy, Luca Weihs, Mathias Drton
The Bergsma-Dassios sign covariance is a recently proposed extension of Kendall's tau. In contrast to tau or also Spearman's rho, the new sign covariance vanishes if and only…
stat.ME2015★ 4 cited
A review of some recent advances in causal inference
Marloes H. Maathuis, Preetam Nandy
We give a selective review of some recent developments in causal inference, intended for researchers who are not familiar with graphical models and causality, and with a focus on m…