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Exact logistic regression #2550

Open laithashour3 opened 5 months ago

laithashour3 commented 5 months ago

Description

exact logistics regression is a powerful alternative to the usual "unconditional" logistic regression when the number of events is small compared to number of covariates

Purpose

to allow researchers to conduct logistic regression when having small number of events (cases) compared to number of covariates

Use-case

No response

Is your feature request related to a problem?

no

Is your feature request related to a JASP module?

Regression

Describe the solution you would like

adding the feature to JASP

Describe alternatives that you have considered

this feature is rare in user-friendly software. I have only seen it in LogXact

Additional context

No response

TarandeepKang commented 5 months ago

A note on a relevant R package Zamar D, McNeney B, Graham J (2007). “elrm: Software Implementing Exact-like Inference for Logistic Regression Models.” Journal of Statistical Software, 21(3), 1-18. https://doi.org/10.18637/jss.v021.i03.