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GitHub topics: mnar

WenjieDu/PyGrinder

PyGrinder: a Python toolkit for grinding data beans into the incomplete for real-world data simulation by introducing missing values with different missingness patterns, including MCAR (complete at random), MAR (at random), MNAR (not at random), sub sequence missing, and block missing

Language: Python - Size: 156 KB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 46 - Forks: 5

maciejostapiuk/MNAR

A R package for dealing with MNAR data.

Language: R - Size: 1.18 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

elikary/tois2021

Source code used for the results reported in the TOIS2021 journal paper.

Language: Jupyter Notebook - Size: 1.09 GB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 0

miriamspsantos/synthetic-missing-data

A library for synthetic missing data generation.

Language: MATLAB - Size: 3.64 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

hanneoberman/miceheckman

Additional imputation function for the `R` package `mice`, according to the Heckman model.

Language: R - Size: 813 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0