list_bounded_datasets

List all available datasets for bounded response regression

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

list_bounded_datasets function

<dl><dt>package</dt>
<dd>A character string. If specified, list only datasets from the given package.
Must be one of "betareg" or "simplexreg". If NULL (default), lists datasets from both packages.</dd></dl>

Arguments

List all available datasets for bounded response regression — list_bounded_datasets

<dl>

<dt>package</dt>
<dd>A character string. If specified, list only datasets from the given package.
Must be one of "betareg" or "simplexreg". If NULL (default), lists datasets from both packages.</dd>

</dl>

list_bounded_datasets: List all available datasets for bounded response regression

Description

Usage

Value

Arguments

See Also

Examples