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Better refuters for unobserved confounding and placebo treatment
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@amit-sharma amit-sharma released this 03 Mar 03:44
v0.6
2970c7e
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Learn about vigilant mode.
  • [Major] Placebo refuter now supports instrumental variable methods
  • [Major] Moved matplotlib to an optional dependency. Can be installed using pip install dowhy[plotting]
  • [Major] A new method for generating unobserved confounder for refutation
  • Dummyoutcomerefuter supports unobserved confounder
  • Update to align with EconML's new API
  • All refuters now support control and treatment values for continuous treatments
  • Better logging configuration

A big thanks to @Arshiaarya, @n8sty, @moprescu and @vojavocni for their contributions!

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