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Description
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
- tolerance interval: uncertainty for the entire population
Other stuff with low priority
- fewer digits in the summary
- confidence interval for model terms/parameters
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