Generation Interval Variables and Parameters for Network-Based Epidemic Models

Pratyush K. Kollepara published a dataset on May 12, 2026, containing variables and parameters for modeling generation intervals in infectious disease outbreaks. The 9.5 KB Excel file likely contains formulas and parameters derived from edge-based compartmental modeling of SIR infections on heterogeneous contact networks. This work aims to address biases in estimating intrinsic generation times from realized intervals.

Use Cases

• Calibrating network-based epidemic simulations based on derived generation interval formulas.
• Analyzing biases in intrinsic generation time estimation based on the described model assumptions.
• Comparing forward and backward generation interval distributions for heterogeneous populations.
• Validating stochastic outbreak simulations using the provided exact formulae.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• File size is 9.5 KB, indicating a focused and likely well-defined parameter set.
• Last update timestamp is precise (2026-05-12 17:47:09).

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Collection Method

Derived from edge-based compartmental modeling framework and validated with stochastic outbreak simulations.

Freshness

Last updated 2026-05-12 17:47:09.