tidyMC - Monte Carlo Simulations Made Easy and Tidy
Framework to run Monte Carlo simulations over a parameter grid. Allows to parallelize the simulations. Generates plots and 'LaTeX' tables summarizing the results from the simulation.
Last updated 10 months ago
4.78 score 3 stars 5 scripts 137 downloadsboostrq - Boosting Regression Quantiles
Boosting Regression Quantiles is a component-wise boosting algorithm, that embeds all boosting steps in the well-established framework of quantile regression. It is initialized with the corresponding quantile, uses a quantile-specific learning rate, and uses quantile regression as its base learner. The package implements this algorithm and allows cross-validation and stability selection.
Last updated 9 months ago
3.30 score 2 stars 170 downloads