Bayesian Analysis of Immune Response Dynamics with Sparse Time Series Data

In vaccine development, the temporal profiles of relative abundance of subtypes of immune cells (T-cells) is key to understanding vaccine efficacy. Complex and expensive experimental studies generate very sparse time series data on this immune response. Fitting multi-parameter dynamic models of the immune response dynamics– central to evaluating mechanisms… CONTINUE READING