p.mle {PEGroupTesting} | R Documentation |
Maximum likelihood estimate for population proportion by group testing
Description
This function estimates the population proportion by group testing using maximum likelihood method. It is for both equal and unequal group size.
Usage
p.mle(obs)
Arguments
obs |
A three-column matrix containing all the data information. Column 1 is the number of groups. Column 2 is group size. Column 3 is number of positives. Different rows corresponds to different group sizes. |
Value
The maximum likelihood estimate for population proportion by group testing
Author(s)
Qingyang Zhang, Yanchuan Li
References
Ayung, J. (2003) Tutorial on maximum likelihood estimation. Journal of Mathematical Psychology. 47(1). <http://www.sciencedirect.com/science/article/pii/S0022249602000287>
Examples
library(PEGroupTesting)
mydata=matrix(c(50,10,40,40,8,37),nrow=2,byrow=TRUE)
p.mle(mydata)
[Package PEGroupTesting version 1.0 Index]