Statistical strategies and stochastic predictive models for the MARK-AGE data

•The MARK-AGE project aims to develop a prediction model for the biological age.•A proper analysis pipeline is discussed in the light of the state of art.•It is fundamental to use robust estimators that acknowledge the structure of the data.•A train-test split division is necessary to avoid biases i...

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