Complex systems are often described mathematically as networks. Inferring the actual interactions from observed dynamics of the nodes of the networks is a challenging inverse task. It is crucial to ...

With the development of the modern global market, the product's quality has been one of the key factors that greatly influence the competitiveness of enterprises. In the whole formation of the product ...

In semiconductor manufacturing, especially in electrical test data, but also in other parameters, there are often sets of parameters that are very highly correlated. Even a change in the correlation ...

Canonical correlation analysis is a variation on the concept of multiple regression and correlation analysis. In multiple regression and correlation analysis, you examine the relationship between a ...

Before we learn how to perform multivariate regression in Excel, it is important to have a refresher on regression as a whole and multivariate regression in particular. One of the hallmarks of human ...

MANOVA is a statistical test that extends the scope of the more commonly used ANOVA, that allows differences between three or more independent groups of explanatory (independent or predictor) ...

Canonical correlation was developed by Hotelling (1935, 1936). Its application is discussed by Cooley and Lohnes (1971), Kshirsagar (1972), and Mardia, Kent, and Bibby (1979). It is a technique for ...