Intro - causal methods for network discovery from time-series

awillats / clinc

closed loop identifiability in neural circuits

https://htmlpreview.github.io/?https://github.com/awillats/clinc/blob/main/manuscript_v1_may9.html

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Intro - causal methods for network discovery from time-series #2

Open awillats opened 2 years ago

awillats commented 2 years ago

Challenges [medium priority for a sketch] - @matthewoshaugnessy

confound
indirect correlations
measures of dependence
- correlation (linear gaussian) vs info theoretic (TE)
- bivariate vs multivariate
- @awillats GC in neuro literature recap [mechanical, low risk, slow]

matthewoshaughnessy commented 2 years ago

Started filling out an outline at the end of background_causal_network_id.md, containing both content and papers to read through. Also started to add more papers on CI in time series to zotero.