Description Usage Arguments Value Examples
Plots a QQ plot of Empirical values against Theoretical values from a normal distribution. Can plot the chain points or the distances between successive points
1 | plot_qqplot(chain, change = TRUE)
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chain |
Vector of n length, where n is the number of trials or sampler iterations |
change |
Boolean. If false, it plots a qqplot of the given chain. If true, it creates a chain of step sizes (using change_1d) |
QQ plot of Theoretical vs Empirical values
1 2 3 4 | target <- distr::Norm()
pd_func <- make_distr_pdf(target)
chain1 <- sampler_mcmc(pd_func, 0, sigma_prop = 1)
plot_qqplot(chain1[[1]])
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