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mbnebel / DeconfoundedFMRI

DRTMLE to address sampling biases in neuroimaging
MIT License
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language in the tutorial does not seem consistent with the manuscript? #10

Closed mbnebel closed 2 years ago

mbnebel commented 2 years ago
  1. associational estimand
  2. comparisons with real data from Section 2.3.2 Toy example and tutorial
  3. confounding?
mbnebel commented 2 years ago

2d85127c2f815168801fb7d203360b309e4cfe15 :

  1. made minor changes to the wording in the tutorial to be more consistent with the manuscript in terms of "confounding" and "bias"
  2. Added color to figure showing the difference between Wc and Wc_usable to match the graphical overview
  3. Added a visualization of the relationship between W_c and Y in the population sample
  4. Changed colors in the comparison of the true, naive, and DRTMLE ASD-TD differences to a) match the graphical overview and b) use a color palette that's more accessible
mbnebel commented 2 years ago

1246cd4b0a7c97459dc21a2a5b57db0d5259bb87 :

  1. added a sentence about bias arising from a lack of exchangeability
  2. check positivity assumption
mbnebel commented 2 years ago

bd5d9387c58c71da7e256b385deff470d79f6647 :

  1. incorporated illustrations from the graphical overview to the tutorial
  2. added link to @hoffmakl's visual guide to superlearning