From temporal data to dynamic causal models

• Дата: 2023
• Автор: Balabanov, O.S.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: Інститут програмних систем НАН України 2023
• Теми: causal model; dynamic process; time series; conditional independence; Granger causality; causal relationship; UDC 004.048:519.7
• Онлайн доступ: 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...