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Model checking

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Panos Toulis edited this page Jun 13, 2015 · 2 revisions

Here we keep notes about model checking with stochastic gradient descent.

In particular, we want to ask:

  1. Can we trust asymptotic variance/standard errors for SGD estimates?
  2. How can we do hypothesis testing?
  3. Can we do online model checking?
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