Utilization of advanced analytical quantitative methods for measuring companies’ performance

Anotace

Important findings from the economics perspective and related fields of study are presented in beginning. This part points to various definitions, systems and objectives (i.e., purpose of accounting figures in different accounting systems) which appear in literature and which need to be considered in the initial phase of model building process. Core principles and methods of modern data analysis are reviewed in the following chapter. This part refers to various disciplines, such as probability theory, information theory, statistical analysis (from both standard and Bayesian perspective), machine learning and artificial intelligence techniques.