Model verification, validation, and error analysis

Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (2023, BMJ)

Machine learning tools for the analysis of systems serology data

An R package with useful functions to diagnose INLA models

Predict hard drug use with supervised learning models including random forests, and naive bayes model; using accuracy and precision rates to assess the usefulness and validity of the models.

Dataset shift with outlier scores

Development and validation of a risk prediction model with binary outcome using logistic regression - Code repository for the manuscript 'Assessing the performance of prediction models: a framework for some traditional and novel measures' by Steyerberg et al. (2010)

The project is to find the most relevant data features that will make the best prediction about the level of solar radiation.

Performing EDA and building model that predicts the selling prices of new homes at a Colorado ski resort

An R package for doing repeated k-fold cross validation