Name: | Mixtures of Exponentials |
---|---|
Abbreviation: | MIT_ISOLAT-Mixtures |
Owner: | covid19hub |
Team name: | IDSS COVID-19 Collaboration (Isolat) at MIT |
Description: | Non-mechanistic, non-parametric model based on representing time series as a sum of bell curves. |
Contributors: | Arnab Sarker (MIT) <arnabs@mit.edu>, Ali Jadbabaie (MIT) <jadbabai@mit.edu>, Devavrat Shah (MIT) <devavrat@mit.edu> |
License: | Creative Commons Attribution 4.0 |
Notes: | primary |
Citation: | https://idss.mit.edu/vignette/real-time-mixture-based-predictions/ |
Methods: | A non-mechanistic, non-parametric model for prediction which forecasts time series as a sum of bell curves. Confidence intervals are provided by assuming a multiplicative log-Gaussian perturbation on the observed time series. While the curve-fitting approach is based on a parsimonious function class, we also note that it arises as a simple outcome of an SIR-like process in a network setting, allowing the parameters of the fitted curve to contain structural meaning. |
Home: | https://covidpredictions.mit.edu |
Auxiliary data: | Missing |
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