TY - JOUR
T1 - Estimating protective vaccine efficacy from large trials with recruitment
AU - Becker, Niels
AU - Lefèvre, Claude
AU - Utev, Sergey
PY - 2007/3/1
Y1 - 2007/3/1
N2 - Vaccine response is often random because of possible vaccine failures and variation in the immune systems of hosts. A concept of protective vaccine efficacy is defined as the mean vaccine ability to reduce individual susceptibilities to infection. The problem under study is how to measure this efficacy from data on a large vaccine trial in which participants are recruited over a period of time. First, lower and upper bounds are derived that apply for all types of protection induced by the vaccine. Then, the lower bound is shown to be a good estimator under certain conditions usually met in practice.
AB - Vaccine response is often random because of possible vaccine failures and variation in the immune systems of hosts. A concept of protective vaccine efficacy is defined as the mean vaccine ability to reduce individual susceptibilities to infection. The problem under study is how to measure this efficacy from data on a large vaccine trial in which participants are recruited over a period of time. First, lower and upper bounds are derived that apply for all types of protection induced by the vaccine. Then, the lower bound is shown to be a good estimator under certain conditions usually met in practice.
KW - Asymptotic distribution
KW - Estimation
KW - Lower and upper bounds
KW - Random vaccine response
KW - Recruiting trial participants
UR - http://www.scopus.com/inward/record.url?scp=33750555804&partnerID=8YFLogxK
U2 - 10.1016/j.jspi.2006.06.016
DO - 10.1016/j.jspi.2006.06.016
M3 - Article
SN - 0378-3758
VL - 137
SP - 907
EP - 914
JO - Journal of Statistical Planning and Inference
JF - Journal of Statistical Planning and Inference
IS - 3
ER -