Categorical Data Analysis - Confidence Intervals for proportions

fernhughes commented 3 months ago

Hi @dbosak01 - are you still working on this topic? I would be interested in contributing

dbosak01 commented 3 months ago

Hi @fernhughes . No, I've had some family issues to take care of, and I can't work on it any more. It's all yours!

DrLynTaylor commented 2 months ago

Great that we now have R content in for normal approximation. Still plenty to do on this topic though if any fancies it.

[x] Normal approximation for SAS - (This is also called asymptotic or wald )
[x] Normal approximation comparison SAS vs R
[ ] Normal approximation comparison Python
[x] Exact (Clopper Pearson) binomial CIs (SAS )
[x] Exact (Clopper Pearson) binomial CIs ( R)
[x] Exact (Clopper Pearson) binomial CIs (Comparison SAS vs R vs Python)
[x] Altman Machin Method
[x] Wilson (Score) method - better for small samples and where P is at or near 0 or 1.
[x] Aresti-Coull (AC) method
[ ] Bayesian HPD
[ ] Issue 7 to be addressed too ! https://github.com/PSIAIMS/CAMIS/issues/7

perhaps we cross reference the following? https://towardsdatascience.com/five-confidence-intervals-for-proportions-that-you-should-know-about-7ff5484c024f

DrLynTaylor commented 2 months ago

Hi @jsrivj I just saw your email to Christina re: Issue no. 7. This issue is linked to that one. I'd made a bit of a list above today, then saw your message saying you were working on this and hope to make some progress by 23rd Aug - which is great news! Looks like you have some great links already, but just wanted to flag the above incase there is anything helpful. If you need any help or have any questions, just let us know.

PSIAIMS / CAMIS

Categorical Data Analysis - Confidence Intervals for proportions #40