From temporal data to dynamic causal models

• Date: 2023
• Main Author: Balabanov, O.S.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2023
• Subjects: causal model; dynamic process; time series; conditional independence; Granger causality; causal relationship; UDC 004.048:519.7
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/520
• Journal Title: 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...