rCRT

Sampling from the Chines Restaurant distribution.

Tools to perform model selection alongside estimation under Linear, Logistic, Negative binomial, Quantile, and Skew-Normal regression. Under the spike-and-slab method, a probability for each possible model is estimated with the posterior mean, credibility interval, and standard deviation of coefficients and parameters under the most probable model.

Francisco Segovia

abms

Augmented Bayesian Model Selection for Regression Models

Luis Gutierres

Ramses Mena

rCRT function

<dl><dt>n</dt>
<dd>Number of observations. It must be a positive integer.</dd>
<dt>b</dt>
<dd>Parameter distribution, a non-negative integer. The number of Bernoulli independent variables that are added. It can be a vector</dd>
<dt>c</dt>
<dd>Parameter distribution, a positive real number. Used calculate the success probability the j-th Bernoulli independent variable, that is, c/(c +j -1). It can be a vector</dd></dl>

Arguments

Title — rCRT

<dl>

<dt>n</dt>
<dd>Number of observations. It must be a positive integer.</dd>


<dt>b</dt>
<dd>Parameter distribution, a non-negative integer. The number of Bernoulli independent variables that are added. It can be a vector</dd>


<dt>c</dt>
<dd>Parameter distribution, a positive real number. Used calculate the success probability the j-th Bernoulli independent variable, that is, c/(c +j -1). It can be a vector</dd>

</dl>

rCRT: Title

Description

Usage

Value

Arguments

References

Examples