vaccinesim: Vaccine Study Sample Data

In inferference: Methods for Causal Inference with Interference

Description

A sample dataset based on the simulations of a cholera vaccine trial in Heydrich-Perez et al. (2014) (doi: 10.1111/biom.12184) except with 3000 individuals in 250 groups rather than 10000 in 500.

Format

a dataset with 6 variables and 3000 rows

• Ythe outcome (0 - no cholera; 1 - cholera)

• X1an individual's age (in decades)

• X2an individual's distance from river

• Aan indicator of vaccination (0 - no vaccine; 1 - vaccine)

• Ban indicator of participation (0 - did not participant in vaccine trial, 1 - did participate)

• groupgroup membership

References

Perez-Heydrich, C., Hudgens, M. G., Halloran, M. E., Clemens, J. D., Ali, M., & Emch, M. E. (2014). Assessing effects of cholera vaccination in the presence of interference. Biometrics, 70(3), 731-741.

inferference documentation built on April 21, 2021, 5:06 p.m.