A New Reduced-Rank Linear Discriminant Analysis Method (SPCALDA)
A new reduced-rank LDA method which works for high dimensional multi-class data.
Access to Instagram API via R (instaR)
Provides an interface to the Instagram API <https://…/>, which allows R users to download public pictures filtered by hashtag, popularity, user or location, and to access public users’ profile data.
A Fast Multiple-Kernel Method Based on a Low-Rank Approximation (FastKM)
A computationally efficient and statistically rigorous fast Kernel Machine method for multi-kernel analysis. The approach is based on a low-rank approximation to the nuisance effect kernel matrices. The algorithm is applicable to continuous, binary, and survival traits and is implemented using the existing single-kernel analysis software ‘SKAT’ and ‘coxKM’. ‘coxKM’ can be obtained from http://…/software.html.