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Add tutorial on computing chi² #1478

@Zaharid

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@Zaharid

The way we use and define objective functions and chi² related metrics has many knobs, which makes it difficult to use and interpret correctly without a lot of context. It would be good to have a tutorial that lists the possible options, their applications and the relevant vp flags.

These are at least:

  • t0
  • use_pdferror
  • regularization
  • weights

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