nll_poisson_gamma() for computing
the negative log-likelihood of a Poisson-Gamma model. This function is
essential for parameter estimation in the aeddo()
algorithm.aeddo() function for Automated and
Early Detection of Disease Outbreaks. This innovative algorithm utilizes
hierarchical models to infer one-step ahead random effects, providing an
effective tool for identifying and responding to disease outbreaks in
time series data. The function includes various parameters for
customization, such as rolling window size, outbreak detection
threshold, and optimization method.
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