Somewhat related field, compressive sensing, attempts to answer some of those questions (particularly missing data, uneven sampling and errors) using a L1 minimisation technique.
Can you recommend where to learn more about it? It looks like what I should be looking at.. hopefully not a rabbit hole :))
Can you recommend where to learn more about it? It looks like what I should be looking at.. hopefully not a rabbit hole :))