2 papers
stat.AP2024
Bernoulli amputation
Marius Hofert, James Jackson, Niels Hagenbuch
A novel, stochastic approach to amputation, the process of introducing missing values to a complete dataset, is presented. It allows one to construct a wide variety of missingness…
stat.ME2023
A Complete Characterisation of Structured Missingness
James Jackson, Robin Mitra, Niels Hagenbuch +2
Our capacity to process large complex data sources is ever-increasing, providing us with new, important applied research questions to address, such as how to handle missing values…