“…Sensory-descriptive analysis of wines quality in combination with one-dimensional or multidimensional statistical analysis is widely used to describe various wines (Noble et al., 1984; Noble and Shannon, 1987; Heymann and Noble, 1987; Koussissi et al., 2002; Kontkanen et al., 2005; Etaio et al., 2008; Esti et al., 2010; Khalafyan et al., 2019). Actively used methods of multivariate analysis - the analysis of variance (ANOVA), the analysis of principal components (PCA), the analysis of correspondence (CA), cluster analysis, regression analysis, logit models (Baker and Ross, 2014; Etaio et al., 2008; Rinaldi and Moio, 2018; Vidal et al., 2018; Jose-Coutinho et al., 2015; Petropoulos et al., 2017; Llobodanin et al., 2014), experimental design (Dooley et al., 2012; Hopfer et al., 2012; Khalafyan et al., 2019; Koak et al., 2010; Vismara et al., 2016), etc., significantly expanded the possibilities to study the factors influencing aromatic and flavoring properties of wines. Moreover, covariance analysis is undeservedly rarely used, despite its methodological significance in identifying complex relationships between the objects characteristics of an arbitrary nature.…”