Computational statistics and statistical computing are two areas that employ computational,
graphical, and numerical approaches to solve statistical problems, making the versatile R …

A future is a programming construct designed for concurrent and asynchronous evaluation
of code, making it particularly useful for parallel processing. The future package implements …

Energy distance is a statistical distance between the distributions of random vectors, which
characterizes equality of distributions. The name energy derives from Newton's gravitational …

We present a tutorial overview showing how one can achieve scalable performance with R.
We do so by utilizing several package extensions, including those from the pbdR project …

The R package optimParallel provides a parallel version of the L-BFGS-B optimization
method of optim (). The main function of the package is optimParallel (), which has the same …

In this paper, we introduce a new likelihood ratio imbalance degree (LRID) to measure the
class-imbalance extent of multi-class data. Imbalance ratio (IR) is usually used to measure …

We consider the problem of jointly estimating multiple inverse covariance matrices from high-
dimensional data consisting of distinct classes. An l 2-penalized maximum likelihood …

Dynamically typed programming languages like R allow programmers to write generic,
flexible and concise code and to interact with the language using an interactive Read-eval …

The g-and-k and (generalised) g-and-h distributions are flexible univariate distributions
which can model highly skewed or heavy tailed data through only four parameters: location …

Over the past 40 years, the HBV (Hydrologiska Byrans Vattenbalansavdelning) hydrological
model has been one of the most used worldwide due to its robustness, simplicity, and …