High-Dimensional Statistics

Recent years have seen an explosion in the volume and variety of data collected in scientific disciplines from astronomy to genetics and industrial settings ranging from Amazon to Uber. This graduate text equips readers in statistics, machine learning, and related fields to understand, apply, and adapt modern methods suited to large-scale data.

Ultimii ani au inregistrat o explozie in volumul si varietatea datelor colectate in discipline stiintifice, de la astronomie la genetica si la setari industriale, de la Amazon la Uber. Acest text pentru absolventi echipeaza cititorii in statistici, invatare automata si domenii conexe pentru a intelege, aplica si adapta metode moderne adaptate datelor pe scara larga.