Mice for julia

[brett_knoss]

is there a Julia version of this R package Multivariate Imputation by Chained Equations • mice or another package that is usable for Chained imputation in Julia?

[rafael.guerra]

Have you checked Impute.jl out?

[sylvaticus]

Not the same method, but for imputation of continuous variables by means of GMM/EM algorithm there is also predictMissing from BetaML.jl

[brett_knoss]

I found a few, most Bayesian packages seem to have something call Hamiton Monte Carlo
or MarkovChainMonteCarlo

[jacobusmmsmit]

There is this, but I’m not sure if it’s in active development anymore, nor how fully fleshed out it was.

[brett_knoss]

Looks like 4 months ago and no active version. Right now I’m more concerned with getting Turing or BAT to work

[Juan]

I asked it a long time ago but there is nothing yet.

How to do multiple imputation on Julia?

I’ve found the package Impute.jl but it seems it’s only able to use these simple methods: drop - remove missing locf - last observation carried forward nocb - next observation carried backward interp - linear interpolation of values in vector fill - replace with a specific value or a function which returns a value given the existing vector with missing values dropped. How can I do multiple imputation when I have several variables or I want to use more complex methods, for example using: fully…

[brett_knoss]

BayesTesting.jl looked like cool code, and the creator explained it at 2018 JulaCon, but now it looks abandoned, and the clone doesn’t work.

[sylvaticus]

BayesTesting.jl

[brett_knoss]

I saw this, and it looked perfect for my needs, but it seems to be gone.

[tom-metherell]

Resurrecting this discussion to say: Mice.jl