jacob-long / jacob-long/dpm

Pooling model results from multiply imputed dataframes

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Dominant language
R
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16
Forks
9
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Description

Hi Prof. Long,
I'm looking to pool dpm results from many multiply imputed datasets. I have created a list of type "S4(dpm;;dpm)" objects using the lapply function in conjunction with the dpm call. The issue is that I cannot use summary(pool("list of S4 objects")) like I normally can with a list of lavaan outputs. When I use mice::pool on the list of dpm model outputs, I receive the error:

"Error: $ operator not defined for this S4 class"

Do you know how I might go about pooling my results using Rubins rules with a list of dpm model outputs?
By the way, thanks again for this excellent package. It's saved me from many opportunities to introduce human errors using lavaan syntax.

Sam

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Research direction

No source file or test is named. Start by examining the dpm S4 result structure and the mice::pool/summary workflow described; done would mean a documented or supported way to apply Rubin's rules to a list of dpm outputs without the reported S4 $ error.

Written by the indexing model from the issue text.

Assessment

Tech stack
r
Domain
data
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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