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Various bugfixes related to filtering and smoothing

Johannes Pfeifer requested to merge JohannesPfeifer:Forecast_length into master
  • fix length of forecasts in Bayesian estimation and make them consistent across all options
  • fix length of classical filtered variables and make them consistent across all options
  • Harmonize length of filtered variables coming from calibrated smoother
  • makes sure all posterior moments are returned as column vectors
  • fixes computation of Smoothed Measurement Errors in Bayesian estimation
  • filters out incompatibility of selected_variables_only option and classical forecasts

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