Genome-Wide Association Studies (GWAS) have transformed human genetics by identifying thousands of loci associated with complex traits and diseases. Yet, individual GWAS are often underpowered, and ...

Safety of medical products including drugs, vaccines, therapeutic biologics and medical devices is an important public health consideration globally. Adverse events associated with medical products ...

Understanding feature distributions is essential in data analysis and preprocessing, as it gives insights into how the data is spread and whether it requires transformations. Here are some ways to ...

Personality and cognitive function are heritable mental traits whose genetic foundations may be distributed across interconnected brain functions. Previous studies have typically treated these complex ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Non-Commercial (NC): Only non-commercial uses of the work are permitted. No ...

A number of multivariate volatility models for time series of asset prices exist in the literature (DCC, VECC, BEKK, etc.). This package uses a general specification that encompasses a number of ...

We introduce the Tensor-Based Multivariate Optimization (TeMPO) framework for use in nonlinear optimization problems commonly encountered in signal processing, machine learning, and artificial ...

Abstract: When doing multivariate data analysis, one common obstacle is the presence of incomplete observations, i.e., observations for which one or more key fields are missing data. Missing data is ...

Abstract: According to statistics, developing countries all over the world have suffered significant non-technical losses (NTLs) both in natural gas and electricity distribution. NTLs are thought of ...

Optimisation tasks are core parts of supply chain manager’s roles. Investing in commercial software or try to stay in free limits of entry level solvers, like built-in tool in Excel, is a compromise ...