BileAcid |
Bile Acid Data |
ConvexDual |
Convex Optimization of the Kiefer-Wolfowitz NPMLE |
ConvexPrimal |
Convex Optimization of the Kiefer-Wolfowitz NPMLE |
ebTobit |
Empirical Bayes Matrix Estimation under a Tobit Likelihood |
EM |
Nonparametric Maximum Likelihood via Expectation Maximization |
fitted.ebTobit |
Fitted Estimates of an ebTobit object |
is.ebTobit |
Validate ebTobit Object |
likMat |
Helper Function - generate likelihood matrix |
lik_GaussianPIC |
Helper Function - generate likelihood for pair (L,R) and mean gr |
logLik.ebTobit |
Marginal Log-likelihood of an ebTobit object |
new_ebTobit |
Create a new ebTobit object |
posterior_L1mediod.ebTobit |
Compute the Posterior L1 Mediod of an ebTobit object |
posterior_mean.ebTobit |
Compute Posterior Mean of an ebTobit object |
posterior_mode.ebTobit |
Compute Posterior Mode of an ebTobit object |
predict.ebTobit |
Fitted Estimates of an ebTobit object |
tobit_sd |
Fit Tobit Standard Deviation via Maximum Likelihood |
tobit_sd_mle |
Maximum Likelihood Estimator for a Single Standard Deviation Parameter |