.compile_model

Compiles a TMB C++ template in a temporary directory.

internal

Implements regression models for bounded continuous data in the open interval (0,1) using the five-parameter Generalized Kumaraswamy distribution. Supports modeling all distribution parameters (alpha, beta, gamma, delta, lambda) as functions of predictors through various link functions. Provides efficient maximum likelihood estimation via Template Model Builder ('TMB'), offering comprehensive diagnostics, model comparison tools, and simulation methods. Particularly useful for analyzing proportions, rates, indices, and other bounded response data with complex distributional features not adequately captured by simpler models.

Lopes J. E.

gkwreg

Generalized Kumaraswamy Regression Models for Bounded Data

José Evandeilton Lopes

.compile_model function

<dl><dt>cpp_file</dt>
<dd>Path to source file</dd>
<dt>dll_name</dt>
<dd>Base name for output</dd>
<dt>verbose</dt>
<dd>Logical</dd></dl>

Arguments

Compile TMB Model — .compile_model

<dl>

<dt>cpp_file</dt>
<dd>Path to source file</dd>


<dt>dll_name</dt>
<dd>Base name for output</dd>


<dt>verbose</dt>
<dd>Logical</dd>

</dl>

.compile_model: Compile TMB Model

Description

Usage

Value

Arguments