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10/20/2022
On the pitfalls of Gaussian likelihood scoring for causal discovery
We consider likelihood score based methods for causal discovery in struc...
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10/13/2022
On the Identifiability and Estimation of Causal Location-Scale Noise Models
We study the class of location-scale or heteroscedastic noise models (LS...
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05/18/2022
Ancestor regression in linear structural equation models
We present a new method for causal discovery in linear structural equati...
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09/29/2021
Assessing the goodness of fit of linear regression via higher-order least squares
We introduce a simple diagnostic test for assessing the goodness of fit ...
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06/08/2020