Vaccine Impact Estimates

library(vaccineimpact)

This package proposes to assess the impact of vaccines using the following methods:

Mathematical Formulas

1. Number of events averted by vaccination (NAE)

The number of events averted by vaccination at time \(t\) is calculated as:

\[NAE_t = e_{A(t)} \frac{VC_t VE_t}{(1 - VC_t VE_t)}\]

with:

2. Number of avertable events considering an increase in final coverage (NAbE)

The number of averted events with alpha parameter at time \(t\):

\[NAbE_t(\alpha) = e_{A(t)} \frac{VC(\alpha)_t VE_t}{(1 - VC(\alpha)_t VE_t)}\]

with:

\(VC(\alpha)_t\) is computed as:

\[VC_t(\alpha) = \sum_{i=1}^{t} (VC_t - VC_{t-1}) \left(1 + \frac{\alpha}{VC_T}\right)\]

with:

3. Number Needed to Vaccinate (NNV)

The number needed to vaccinate at time \(t\) is calculated as:

\[NNV_t = \frac{1}{R_{B(t)} VE_t}\]

where \[R_{B(t)} = \frac{e_{A(t)} + NAE_t}{N_e}\]

with: