prior_comparison_samples: A dataset containing results for reproducing Figure 4 in...
In igbucur/MASSIVE: MASSIVE: Tractable and Robust Bayesian Learning of Many-Dimensional Instrumental Variable Models
Description
A dataset containing results for reproducing Figure 4 in Section 5 of the UAI article.
Usage
1
Format
A list containing the posterior samples obtained with the three
priors under comparison together with the data simulation details.
- Gaussian
Posterior samples obtained with rstan when using Gaussian
prior for the MASSIVE model parameters.
- Oracle
Posterior samples obtained with rstan when using the Oracle
spike-and-slab prior for the MASSIVE model parameters.
- MASSIVE
Posterior samples output by MASSIVE algorithm.
- simulation_details
Details of the data and generating model in
the simulation.
igbucur/MASSIVE documentation built on Oct. 26, 2020, 1:26 a.m.
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Description
A dataset containing results for reproducing Figure 4 in Section 5 of the UAI article.
Usage
1 |
Format
A list containing the posterior samples obtained with the three priors under comparison together with the data simulation details.
- Gaussian
Posterior samples obtained with rstan when using Gaussian prior for the MASSIVE model parameters.
- Oracle
Posterior samples obtained with rstan when using the Oracle spike-and-slab prior for the MASSIVE model parameters.
- MASSIVE
Posterior samples output by MASSIVE algorithm.
- simulation_details
Details of the data and generating model in the simulation.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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