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Falsification module #23

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djinnome opened this issue Jan 21, 2021 · 1 comment
Open
2 of 9 tasks

Falsification module #23

djinnome opened this issue Jan 21, 2021 · 1 comment
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@JosephCottam
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epic A "meta" issue

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@djinnome
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djinnome commented Jan 21, 2021 •
edited by JosephCottam

Todo:

  • Implement conditional independence tests (see Implementation to calculate conditional independencies #29)
  • Implement falsification for conditional independence
  • Node-link highlighting plot for conditional independence
  • Conditional independence residual plot
  • Implement Verma constraints
  • Implement falsification for Verma constraints
  • Implement equality constraints
  • Implement falsification for equality constraints
  • Look into sensitivity analyses of linear SCMs. (carlos cinelli)
@cthoyt
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cthoyt commented Jan 22, 2021

What happens after #29 is done? Is there a "fasification" algorithm built on top of it? Can we describe the input/output the same way as in the other issues?

@cthoyt cthoyt added epic A "meta" issue and removed algorithm labels Feb 2, 2021
@JosephCottam JosephCottam mentioned this issue Mar 9, 2021
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@JosephCottam JosephCottam self-assigned this Mar 10, 2021
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@djinnome @JosephCottam @cthoyt