SimData

Simulated multivariate binary data with a 3-group
structure where the variables are correlated within the groups.

data

Fits Bayesian finite mixtures with an unknown number of components using the telescoping sampler and different component distributions. For more details see Frühwirth-Schnatter et al. (2021) <doi:10.1214/21-BA1294>.

Gertraud Malsiner-Walli

telescope

Bayesian Mixtures with an Unknown Number of Components

Bettina Grün

Sylvia Frühwirth-Schnatter

SimData function

A data frame with 500 observations and 31 variables:<dl>
<dt>y1</dt>
<dd>binary variable coded 1 and 2</dd><dt>y2</dt>
<dd>binary variable coded 1 and 2</dd><dt>y3</dt>
<dd>binary variable coded 1 and 2</dd><dt>y4</dt>
<dd>binary variable coded 1 and 2</dd><dt>y5</dt>
<dd>binary variable coded 1 and 2</dd><dt>y6</dt>
<dd>binary variable coded 1 and 2</dd><dt>y7</dt>
<dd>binary variable coded 1 and 2</dd><dt>y8</dt>
<dd>binary variable coded 1 and 2</dd><dt>y9</dt>
<dd>binary variable coded 1 and 2</dd><dt>y10</dt>
<dd>binary variable coded 1 and 2</dd><dt>y11</dt>
<dd>binary variable coded 1 and 2</dd><dt>y12</dt>
<dd>binary variable coded 1 and 2</dd><dt>y13</dt>
<dd>binary variable coded 1 and 2</dd><dt>y14</dt>
<dd>binary variable coded 1 and 2</dd><dt>y15</dt>
<dd>binary variable coded 1 and 2</dd><dt>y16</dt>
<dd>binary variable coded 1 and 2</dd><dt>y17</dt>
<dd>binary variable coded 1 and 2</dd><dt>y18</dt>
<dd>binary variable coded 1 and 2</dd><dt>y19</dt>
<dd>binary variable coded 1 and 2</dd><dt>y20</dt>
<dd>binary variable coded 1 and 2</dd><dt>y21</dt>
<dd>binary variable coded 1 and 2</dd><dt>y22</dt>
<dd>binary variable coded 1 and 2</dd><dt>y23</dt>
<dd>binary variable coded 1 and 2</dd><dt>y24</dt>
<dd>binary variable coded 1 and 2</dd><dt>y25</dt>
<dd>binary variable coded 1 and 2</dd><dt>y26</dt>
<dd>binary variable coded 1 and 2</dd><dt>y27</dt>
<dd>binary variable coded 1 and 2</dd><dt>y28</dt>
<dd>binary variable coded 1 and 2</dd><dt>y29</dt>
<dd>binary variable coded 1 and 2</dd><dt>y30</dt>
<dd>binary variable coded 1 and 2</dd><dt>z</dt>
<dd>integer variable with values 1, 2, and 3 indicating group membership</dd>
</dl>

Format

Simulated multivariate binary data — SimData

A data frame with 500 observations and 31 variables:<dl>
<dt>y1</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y2</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y3</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y4</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y5</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y6</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y7</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y8</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y9</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y10</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y11</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y12</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y13</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y14</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y15</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y16</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y17</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y18</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y19</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y20</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y21</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y22</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y23</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y24</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y25</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y26</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y27</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y28</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y29</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>y30</dt>
<dd>binary variable coded 1 and 2</dd>

<dt>z</dt>
<dd>integer variable with values 1, 2, and 3 indicating group membership</dd>


</dl>

SimData: Simulated multivariate binary data

Description

Arguments

Format