What is the most generalized and efficient way to express the underlying rules that govern a system? What is the most efficient route to discovering such rules?
Hello,
Thoroughly designed experiments where preferably only independent variables are being manipulated.
Regards, Witold
Yes, correct... Depends on your field and amenability of conducting experiments. For example in my field (road safety), experiments are very rare...
Hope that our work on data driven methods for causal inference from observational data may help
Conference Paper Causal filter selection in microarray data
Article From dependency to causality: A machine learning approach
Article Multiple-input multiple-output causal strategies for gene selection
Article Relevance of different prior knowledge sources for inferring...
Directed Conservative Causal Core Gene Networks
Preprint Directed Conservative Causal Core Gene Networks
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