Causal inference in case of near‐violation of positivity: comparison of methods

2022 ◽  
Author(s):  
Maxime Léger ◽  
Arthur Chatton ◽  
Florent Le Borgne ◽  
Romain Pirracchio ◽  
Sigismond Lasocki ◽  
...  
Keyword(s):  
Causal Inference ◽  
Comparison Of Methods

Beyond metaphors and semantics: A framework for causal inference in neuroscience

2019 ◽  
Vol 42 ◽  
Author(s):  
Roberto A. Gulli
Keyword(s):  
Causal Inference ◽  
Causal Power

Abstract The long-enduring coding metaphor is deemed problematic because it imbues correlational evidence with causal power. In neuroscience, most research is correlational or conditionally correlational; this research, in aggregate, informs causal inference. Rather than prescribing semantics used in correlational studies, it would be useful for neuroscientists to focus on a constructive syntax to guide principled causal inference.

A Causal Inference Explanation for Multisensory Speech Perception

2013 ◽  
Author(s):  
John F. Magnotti ◽  
Wei Ji Ma ◽  
Michael S. Beauchamp
Keyword(s):  
Speech Perception ◽  
Causal Inference
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