Rule- and Instance-Based Regression Modeling (Cubist)
Regression modeling using rules with added instance-based corrections.
Authorize and Request Google Analytics Data (GAR)
The functions included are used to obtain initial authentication with Google Analytics as well as simple and organized data retrieval from the API. Allows for retrieval from multiple profiles at once.
Variable Selection for Model-Based Clustering using the Integrated Complete-Data Likelihood of a Latent Class Model (VarSelLCM)
Variable Selection for model-based clustering by using a mixture model of Gaussian distributions assuming conditional independence between variables. The algorithm carries out the model selection by optimizing the MICL criterion which has a closed form for such a distribution.