logima: Logistic analysis of the Pima.tr dataset with control variates
Description
Provides a logistic analysis of the ‘Pima.tr’ by comparing the standard
Bayesian estimate with another one based on log-cumulant control variates. The
effect is visible if not huge.
Usage
logima(N = 10^3)
Arguments
N
Number of Monte Carlo iterations
Value
Returns a graph for both the estimate of the intercept and the estimate
of the coefficient of the body mass index.
References
Chapter 4 of EnteR Monte Carlo Statistical Methods