jasp-stats / jasp-issues

This repository is solely meant for reporting of bugs, feature requests and other issues in JASP.
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[Feature Request]: Propensity score matching #2052

Open Soir007 opened 1 year ago

Soir007 commented 1 year ago

Description

statistical analysis of observational data that attempts to estimate the effect of a treatment

Purpose

to construct an artificial control group by matching each treated unit with a non-treated unit of similar characteristics.

Use-case

No response

Is your feature request related to a problem?

No response

Is your feature request related to a JASP module?

Regression

Describe the solution you would like

No response

Describe alternatives that you have considered

Implementation of R plugin (EZR) in JASP

Additional context

As far as I know, this kind of statistical analysis is usually done in R by writing a huge amount of code. There is actually an extension for R called EZR that allows you to do this analysis with just a click of a button (https://www.youtube.com/watch?v=1Yxqt94ogMs&t=380s). Is there any way to implement this in JASP? Would be helpful for everyone and especially for medical purposes.

EJWagenmakers commented 1 year ago

This would be great to have.

TarandeepKang commented 1 year ago

PSM is often completed using this package: Ho D, Imai K, King G, Stuart E (2011). “MatchIt: Nonparametric Preprocessing for Parametric Causal Inference.” Journal of Statistical Software, 42(8), 1–28. doi:10.18637/jss.v042.i08.

This request is related to #395. In which, the discussion is focused on weighting in the context of survey data analysis, which also requires additional functions from another package.

tomtomme commented 4 months ago

all related issues on weights

45

73

84

395

2018