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Showing 1 to 1 of 1 for “"graphical Granger causality; network inference; nonlinearity"”.

  1. Inferring Biological Networks from Time-Course Observations Using a Non-linear Vector Autoregressive Model

    … increasingly viewed as being regulated through networks of molecules working in parallel. Discovery and characterization of these networks is fundamental to understanding diseases and developing treatments. In this work we present a method for inferring biological networks from time-course …

    washington Repository record for Inferring Biological Networks from Time-Course Observations Using a Non-linear Vector Autoregressive Model (opens in a new tab)