ECMLE 0.1.0
- Initial CRAN release.
ecmle(): main estimator of the log
marginal likelihood via ellipsoidal covering of the
high-posterior-density region.
rosenbrock_generate_data(),
rosenbrock_exact_posterior(),
rosenbrock_log_post(),
rosenbrock_log_post_vec(): Rosenbrock
(banana) posterior benchmark functions. The methodology is described in
Naderi et al. (2025) https://doi.org/10.48550/arXiv.2510.20617.
pair_plot(): lower-triangular pair
plot for posterior sample matrices.
plot_ecmle_2d(),
draw_ellipse_2d(): 2-D visualisation of
fitted ellipsoids and posterior samples.
print(),
summary(), and
plot() S3 methods for
"ecmle" objects.