References

Bracher, Johannes, and Leonhard Held. 2022. “Endemic-Epidemic Models with Discrete-Time Serial Interval Distributions for Infectious Disease Prediction.” International Journal of Forecasting 38 (3): 1221–33. https://doi.org/10.1016/j.ijforecast.2020.07.002.

Held, Leonhard, Michael Höhle, and Mathias Hofmann. 2005. “A Statistical Framework for the Analysis of Multivariate Infectious Disease Surveillance Counts.” Statistical Modelling 5 (3): 187–99. https://doi.org/10.1191/1471082X05st098oa.

Held, Leonhard, and Michaela Paul. 2012. “Modeling Seasonality in Space-Time Infectious Disease Surveillance Data.” Biometrical Journal 54 (6): 824–43. https://doi.org/10.1002/bimj.201200037.

Kristensen, Kasper, Anders Nielsen, Casper W. Berg, Hans Skaug, and Bradley M. Bell. 2016. “TMB: Automatic Differentiation and Laplace Approximation.” Journal of Statistical Software 70 (April): 1–21. https://doi.org/10.18637/jss.v070.i05.

Lu, Junyi, and Sebastian Meyer. 2023. “A Zero-Inflated Endemic–Epidemic Model with an Application to Measles Time Series in Germany.” Biometrical Journal 65 (8): 2100408. https://doi.org/10.1002/bimj.202100408.

Meyer, Sebastian, and Leonhard Held. 2014. “Power-Law Models for Infectious Disease Spread.” The Annals of Applied Statistics 8 (3): 1612–39. https://doi.org/10.1214/14-AOAS743.

———. 2017. “Incorporating Social Contact Data in Spatio-Temporal Models for Infectious Disease Spread.” Biostatistics 18 (2): 338–51. https://doi.org/10.1093/biostatistics/kxw051.

Meyer, Sebastian, Leonhard Held, and Michael Höhle. 2017. “Spatio-Temporal Analysis of Epidemic Phenomena Using the R Package Surveillance.” Journal of Statistical Software 77 (May): 1–55. https://doi.org/10.18637/jss.v077.i11.

Mossong, Joël, Niel Hens, Mark Jit, Philippe Beutels, Kari Auranen, Rafael Mikolajczyk, Marco Massari, et al. 2008. “Social Contacts and Mixing Patterns Relevant to the Spread of Infectious Diseases.” PLOS Medicine 5 (3): e74. https://doi.org/10.1371/journal.pmed.0050074.

Paul, M., and L. Held. 2011. “Predictive Assessment of a Non-Linear Random Effects Model for Multivariate Time Series of Infectious Disease Counts.” Statistics in Medicine 30 (10): 1118–36. https://doi.org/10.1002/sim.4177.

Paul, M., L. Held, and A. M. Toschke. 2008. “Multivariate Modelling of Infectious Disease Surveillance Data.” Statistics in Medicine 27 (29): 6250–67. https://doi.org/10.1002/sim.3440.

Stapper, Manuel, and Sebastian Funk. 2025. “Fine-Grid Spatial Interaction Matrices for Surveillance Models with Application to Influenza in Germany.” April 4, 2025. https://doi.org/10.1101/2025.04.03.25325159.