.validate_data

Validate data for GKw family distributions
Validate Data for GKw Regression

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

.validate_data function

<dl><dt>data</dt>
<dd>Numeric vector to validate.</dd>
<dt>n_params</dt>
<dd>Number of parameters in the selected model.</dd></dl>

Arguments

Validate data for GKw family distributions — .validate_data

<dl>

<dt>data</dt>
<dd>Numeric vector to validate.</dd>


<dt>n_params</dt>
<dd>Number of parameters in the selected model.</dd>

</dl>

.validate_data: Validate data for GKw family distributions

Description

Usage

Value

Arguments