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Resolves #21 and resolves #7.
Expands the vignette with more examples including an illustration of using
posterior
package to compute summary statistics and diagnostics, which now that thetraces
value returned bysample_chain
is a matrix with named columns corresponding to variables and rows chain iterations (changed from previous dataframe in #33), can be achieved by directly passing thetraces
matrix to thesummarize_draws
function in theposterior
package (or first converting to adraws
object and then using thesummary
generic).The vignette now compares adaptation using both the Barker and Langevin proposals to highlight the more robust and stable behaviour of the latter.