714 citations · 1k across the 30 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
stat.CO2017
Empirical Likelihood for Linear Structural Equation Models with Dependent Errors
Y. Samuel Wang, Mathias Drton
We consider linear structural equation models that are associated with mixed graphs. The structural equations in these models only involve observed variables, but their idiosyncrat…
math.ST2017★ 1 cited
Symmetric Rank Covariances: a Generalised Framework for Nonparametric Measures of Dependence
Luca Weihs, Mathias Drton, Nicolai Meinshausen
The need to test whether two random vectors are independent has spawned a large number of competing measures of dependence. We are interested in nonparametric measures that are inv…
math.ST2017★ 1 cited
Determinantal Generalizations of Instrumental Variables
Luca Weihs, Bill Robinson, Emilie Dufresne +6
Linear structural equation models relate the components of a random vector using linear interdependencies and Gaussian noise. Each such model can be naturally associated with a mix…