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20242026
most citedMultiple Imputation Guided by Full Law and Target Law Identifiability under the Missing Not At Random Assumption

1 citations · 1 across the 4 of their papers we have counts for

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stat.ME2024

Monotone Missing Data: A Blessing and a Curse

Santtu Tikka, Juha Karvanen

Monotone missingness is commonly encountered in practice when a missing measurement compels another measurement to be missing. Because of the simpler missing data pattern, monotone…

stat.ME2024

Full Law Identification under Missing Data with Categorical Variables

Santtu Tikka, Juha Karvanen

Missing data may be disastrous for the identifiability of causal and statistical estimands. In graphical missing data models, colluders are dependence structures that have a specia…