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Model summary #63

@Konrad1991

Description

@Konrad1991

Model metrics

  • R2, R2 adjusted, Q2 or R2 predicted
  • RMSE --> decent metric for comparison with measurement method uncertainty
  • predicted residual sums of squares (press statistic)
  • AICC
  • Show confidence and prediction intervals
    • confidence interval: mean value uncertainty
    • prediction interval: uncertainty for the next value
    • Optional least important interval:
      • tolerance interval: uncertainty for the entire population
        • two values, e.g., 99, 99; With a 99% probability, 99% of the population will be located within this space

Other stuff with low priority

  • fewer digits in the summary
  • confidence interval for model terms/parameters

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