Search Results for author: Niels Hagenbuch

Found 2 papers, 0 papers with code

A Complete Characterisation of Structured Missingness

no code implementations5 Jul 2023 James Jackson, Robin Mitra, Niels Hagenbuch, Sarah McGough, Chris Harbron

We embed this new framework within the well-established decomposition of mechanisms into MCAR, MAR, and MNAR (Rubin, 1976), allowing us to recast mechanisms into a broader setting, where we can consider the combined effect of $\mathbf{X}$ and $\mathbf{M}_{-j}$ on ${M}_j$.

Missing Values

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