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Applied and theoretical statistics: e.g. statistical inference, regression, time series, multivariate analysis, data analysis, Markov chain Monte Carlo, design of experiments.
12
votes
Inference using Topological Data Analysis: Is it worth it for a regular statistician to lear...
Update: There is a now a new paper by Otter et al which went through all the trouble of comparing many software packages for performance, memory, ease-of-use etc.: http://arxiv.org/abs/1506.08903
Thi …
27
votes
Accepted
Inference using Topological Data Analysis: Is it worth it for a regular statistician to lear...
Let me answer the broad question first: depending on what you actually want to do, the barcode-type invariants extracted by topological data analysis could be quite useful in your work. And it doesn't …