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Major methodological updates for final manuscript

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@SimonTreu SimonTreu released this 25 Jun 13:08
8a73503

This release implements several improvements as requested by reviewers:

  • rewrite the statistical models as Generalized Linear Models
  • include annual cycle for precipitation model
  • use Beta distribution for relative humidity
  • use Gamma distribution for daily temperature range
  • use 4 Fourier modes for annual cycle and change in annual cycle for all variables, respectively, to capture more complex seasonal cycles
  • switch from NUTS sampling of Posterior distribution to Maximum Aposteriori estimation as default.