EpiEstim is a tool for estimating time-varying reproduction numbers (Rt) from epidemic incidence time series. It implements methods described in Cori et al. (2013) and Wallinga and Teunis (2004). The dataset's author is Anne Cori, and it is hosted on the paperswithcode platform.
Use Cases
- Estimating the effective reproduction number (Rt) over time based on daily or weekly case incidence.
- Quantifying changes in transmissibility following interventions based on epidemic curve analysis.
- Validating epidemic forecasting models using time-varying reproduction number estimates.
- Analyzing the temporal dynamics of infectious disease outbreaks as described in the cited methodology.
Strengths
- Implements peer-reviewed statistical methods from Cori et al. (2013) and Wallinga and Teunis (2004).
- Designed specifically for analyzing time series of incidence, a core task in infectious disease epidemiology.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count and data scale are unknown, which may limit suitability assessment.
- Last update date is unknown; freshness unverified.
Provenance
- Source
- Anne Cori
- Collection Method
- Tools for statistical analysis of epidemic curves, implementing published methodologies.