Modern Statistics And Big Data Analytics – Bologna

Argomenti del programma: Cluster analysis: k-means, construction of distances, hierarchical clustering, partitioning around medoids, average silhouette width, mixture models, with algorithms, R-coding, theory, applications and in-depth discussion; advances techniques of cluster analysis; outlook on big data issues Robust statistics: Influence function, breakdown point, robust estimation of univariate and multivariate location and scale and…