Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  analyze a family of methods for statistical causal inference from sample under the socalled Additive Noise Model. While most work on the subject has concentrated on establishing the soundness of the Additive Noise Model, the statistical consistency of the resulting inference methods has received little attention.  derive general conditions under which the given family of inference methods consistently infers the causal direction in a nonparametric setting.
['Samory Kpotufe', 'Eleni Sgouritsa', 'Dominik Janzing', 'Bernhard Schoelkopf']
I am writing a research paper on a idea Consistency of Causal Inference under the Additive Noise Model
[{"from": "human", "value": "I am writing a research paper on a idea Consistency of Causal Inference under the Additive Noise Model"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  analyze a family of methods for statistical causal inference from sample under the socalled Additive Noise Model. While most work on the subject has concentrated on establishing the soundness of the Additive Noise Model, the statistical consistency of the resulting inference methods has received little attention.  derive general conditions under which the given family of inference methods consistently infers the causal direction in a nonparametric setting."}]