NonLinNormalZs_d05

A dataset containing simulated data with uniform noise.

datasets

Tool for performing computational testing for conditional independence between variables in a dataset. 'CCI' implements permutation in combination with Monte Carlo Cross-Validation in generating null distributions and test statistics. For more details see Computational Test for Conditional Independence (2024) <doi:10.3390/a17080323>.

Christian B. H. Thorjussen

Computational Test for Conditional Independence

Christian Thorjussen

Kristian Hovde Liland

NonLinNormalZs_d05 function

A data frame with 1000 rows and 15 variables:<dl>
<dt>X</dt>
<dd>Numeric vector</dd><dt>Y</dt>
<dd>Numeric vector</dd><dt>Z1</dt>
<dd>Conditioning variable</dd><dt>Z2</dt>
<dd>Conditioning variable</dd><dt>Z3</dt>
<dd>Conditioning variable</dd><dt>Z4</dt>
<dd>Conditioning variable</dd><dt>Z5</dt>
<dd>Conditioning variable</dd><dt>Z6</dt>
<dd>Conditioning variable</dd><dt>Z7</dt>
<dd>Conditioning variable</dd><dt>Z8</dt>
<dd>Conditioning variable</dd><dt>Z9</dt>
<dd>Conditioning variable</dd><dt>Z10</dt>
<dd>Conditioning variable</dd><dt>Z11</dt>
<dd>Conditioning variable</dd><dt>Z12</dt>
<dd>Conditioning variable</dd><dt>Z13</dt>
<dd>Conditioning variable</dd><dt>Z14</dt>
<dd>Conditioning variable</dd><dt>Z15</dt>
<dd>Conditioning variable</dd>
</dl>

Format

Example dataset: NonLinNormalZs_d05 — NonLinNormalZs_d05

A data frame with 1000 rows and 15 variables:<dl>
<dt>X</dt>
<dd>Numeric vector</dd>

<dt>Y</dt>
<dd>Numeric vector</dd>

<dt>Z1</dt>
<dd>Conditioning variable</dd>

<dt>Z2</dt>
<dd>Conditioning variable</dd>

<dt>Z3</dt>
<dd>Conditioning variable</dd>

<dt>Z4</dt>
<dd>Conditioning variable</dd>

<dt>Z5</dt>
<dd>Conditioning variable</dd>

<dt>Z6</dt>
<dd>Conditioning variable</dd>

<dt>Z7</dt>
<dd>Conditioning variable</dd>

<dt>Z8</dt>
<dd>Conditioning variable</dd>

<dt>Z9</dt>
<dd>Conditioning variable</dd>

<dt>Z10</dt>
<dd>Conditioning variable</dd>

<dt>Z11</dt>
<dd>Conditioning variable</dd>

<dt>Z12</dt>
<dd>Conditioning variable</dd>

<dt>Z13</dt>
<dd>Conditioning variable</dd>

<dt>Z14</dt>
<dd>Conditioning variable</dd>

<dt>Z15</dt>
<dd>Conditioning variable</dd>


</dl>

NonLinNormalZs_d05: Example dataset: NonLinNormalZs_d05

Description

Usage

Arguments

Format