## Assorted links

Complex Step Differentiation. This is so simple and perfect - for a real analytic function `f(x)`

, `Im(f(x+ih)) = f'(z)+O(h^2)`

. Proof is exactly what you think. Also related, which I linked to last time: Introduction to Automatic Differentiation

The MCMC Handbook.

Andrew Gelman has an …

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