budgetIVr

cranv0.1.2

Partial Identification of Causal Effects with Mostly Invalid Instruments. A tuneable and interpretable method for relaxing the instrumental variables (IV) assumptions to infer treatment effects in the presence of unobserved confounding. For a treatment-associated covariate to be a valid IV, it must be (a) unconfounded with the outcome and (b) have a causal effect on the o

License GPL (>= 3)0 versions1 maintainers5 deps67 weekly dl
jpenn2023/budgetIVr
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  • Low health score (38/100)
Health breakdown0 – 100
5/25
maintenance
0/20
popularity
25/25
security
6/15
maturity
2/15
community
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0
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Dependencies (5)
data.tablearrangementsMASSRglpkstats
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First published · 2025-04-16 14:51:59

Last updated · 2025-04-16T13:20:09+00:00