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Add option to produce confidence interval using estimates #10

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craig-parylo opened this issue Feb 2, 2025 · 2 comments
Open

Add option to produce confidence interval using estimates #10

craig-parylo opened this issue Feb 2, 2025 · 2 comments
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@craig-parylo
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craig-parylo commented Feb 2, 2025

plot_or() uses {broom}'s confidence interval (conf.int) methods which can take a while to calculate when working on large datasets. Adding an option for approximating the CI using a formula using a faster method would be helpful, particularly when reviewing models prior to agreeing a 'final' one.

See also
This issue raised on the GH pages for boom on this matter: tidymodels/broom#989
The related PR where this matter was resolved: tidymodels/broom#1060 (it seems there is an option to add in conf.method parameter)

@craig-parylo craig-parylo added this to the v0.6.0 milestone Feb 2, 2025
@craig-parylo
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Note, reading the last PR it seems this effort was abandoned.
Others have https://stackoverflow.com/questions/53091552/fast-wald-confidence-intervals-for-a-glm-with-broom-in-r

@craig-parylo
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See also this article which goes through estimating CIs for binomial models
https://fromthebottomoftheheap.net/2018/12/10/confidence-intervals-for-glms/

@craig-parylo craig-parylo added bug Something isn't working enhancement New feature or request labels Feb 16, 2025
@craig-parylo craig-parylo modified the milestones: v0.6.0, v0.7.0 Mar 17, 2025
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