Statistical Model Evaluation Task

A Statistical Model Evaluation Task is a model evaluation task of a statistical model produced by a statistical modeling task.

• • …
• Counter-Example(s):
  • a Data Model Evaluation Model.
• See: Statistical Model Selection Task, Learned Model Evaluation.

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References

2009

• http://en.wikipedia.org/wiki/Statistical_model_validation
  • Model validation is possibly the most important step in the model building sequence. It is also one of the most overlooked. Often the validation of a model seems to consist of nothing more than quoting the R² statistic from the fit (which measures the fraction of the total variability in the response that is accounted for by the model).

2003

• (Collett, 2003) ⇒ David Collett. (2003). “Modelling Binary Data, 2nd edition." CRC Press. ISBN:1584883243

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