make_folds

nsamp

nfold

cv_fold_seed

Helper function for making fold IDs for cross validation.

Implementation of the Generalized Score Matching estimator in Yu et al. (2019) <http://jmlr.org/papers/v20/18-278.html> for non-negative graphical models (truncated Gaussian, exponential square-root, gamma, a-b models) and univariate truncated Gaussian distributions. Also includes the original estimator for untruncated Gaussian graphical models from Lin et al. (2016) <doi:10.1214/16-EJS1126>, with the addition of a diagonal multiplier.

Shiqing Yu

genscore

Generalized Score Matching Estimators

make_folds function

<dl><dt>nsamp</dt>
<dd>Number of samples.</dd>
<dt>nfold</dt>
<dd>Number of cross validation folds.</dd>
<dt>cv_fold_seed</dt>
<dd>Seed for random shuffling.</dd></dl>

Arguments

Helper function for making fold IDs for cross validation. — make_folds

<dl>

<dt>nsamp</dt>
<dd>Number of samples.</dd>


<dt>nfold</dt>
<dd>Number of cross validation folds.</dd>


<dt>cv_fold_seed</dt>
<dd>Seed for random shuffling.</dd>

</dl>

make_folds: Helper function for making fold IDs for cross validation.

Description

Usage

Value

Arguments

Examples