naiveSearch_bin

Finds the index of the bin a number belongs to using naive search.

Implementation of the Generalized Score Matching estimator in Yu et al. (2019) <https://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

naiveSearch_bin function

<dl><dt>arr</dt>
<dd>A vector of size at least 2.</dd>
<dt>x</dt>
<dd>A number. Must be within the range of [<code>arr[1]</code>, <code>arr[length(arr)]</code>].</dd></dl>

Arguments

Finds the index of the bin a number belongs to using naive search. — naiveSearch_bin

<dl>

<dt>arr</dt>
<dd>A vector of size at least 2.</dd>


<dt>x</dt>
<dd>A number. Must be within the range of [<code>arr[1]</code>, <code>arr[length(arr)]</code>].</dd>

</dl>

naiveSearch_bin: Finds the index of the bin a number belongs to using naive search.

Description

Usage

Value

Arguments

Details

Examples