Bayesian analysis of a Normal sample using a SIR prior.
Bayesian analysis of a Normal sample using a SIR prior.
This function performs a standard Bayesian analysis of a single sample of a population assumed to follow a Normal distribution. A Standard Improper Reference prior is assumed.
B1Nsir(x, r =10000, alpha =0.05)
Arguments
x: a vector of sample values
r: the number of samples to be taken from the posterior distribution (defaults to 10000)
alpha: 1 - level of credibility, so that for alpha = 0.05 (the default) credible intervals will have 95% credibility
Returns
none returned; the function produces a plot of the posterior distribution and prints some statistics.
References
van Hulst, R. 2018. Evaluating Scientific Evidence. ms.