From temporal data to dynamic causal models

• Datum: 2023
• 1. Verfasser: Balabanov, O.S.
• Format: Artikel
• Sprache: Ukrainisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2023
• Schlagworte: causal model; dynamic process; time series; conditional independence; Granger causality; causal relationship; UDC 004.048:519.7
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/520
• Назва журналу: Problems in programming

We present a brief review of dynamic causal model inference from data. A vector autoregressive models is of our prime interest. The architecture, representation and schemes of measurement of temporal data and time series data are outlined. We argue that require- ment to data characteristics should c...