This data set consider information on the serum immunoglbulin
 G (IgG) concentration from 298 children aged 6 months to 6 years old.
 The data were reported by Isaacs et al. (1983). These data were 
 further analysed by Royston and Wright (1998) and Kapitula and 
 Bedrick (2005) using the parametric exponential normal family, which includes
 parameters for skew and kurtosis that can be functions of covariates.

datasets

Functions to perform inference via
simulation from the posterior distributions for Bayesian
nonparametric and semiparametric models. Although the name of
the package was motivated by the Dirichlet Process prior, the
package considers and will consider other priors on functional
spaces. So far, DPpackage includes models considering Dirichlet
Processes, Dependent Dirichlet Processes, Dependent Poisson-
Dirichlet Processes, Hierarchical Dirichlet Processes, Polya
Trees, Linear Dependent Tailfree Processes, Mixtures of
Triangular distributions, Random Bernstein polynomials priors
and Dependent Bernstein Polynomials.  The package also includes
models considering Penalized B-Splines.
Includes semiparametric models for marginal and conditional
density estimation, ROC curve analysis, interval censored data,
binary regression models, generalized linear mixed models, IRT
type models, and generalized additive models. Also
contains functions to compute Pseudo-Bayes factors for model
comparison, and to elicitate the precision parameter of the
Dirichlet Process. To maximize computational efficiency, the
actual sampling for each model is done in compiled FORTRAN. The
functions return objects which can be subsequently analyzed
with functions provided in the 'coda' package.

Alejandro Jara

DPpackage

Bayesian Nonparametric Modeling in R

Timothy Hanson

Fernando Quintana

Peter Mueller

Gary Rosner

igg function

A data frame with 298 observations on the following 2 variables.<dl class="dl-horizontal">
 <dt><code>age</code></dt><dd>a numeric vector giving the age of the children 
 (in years).</dd>
 <dt><code>igg</code></dt><dd>a numeric vector giving the the serum 
 IgG concentration.</dd>
 </dl>

Format

Immunoglobulin G concentrations — igg

A data frame with 298 observations on the following 2 variables.<dl class='dl-horizontal'>
 <dt><code>age</code></dt><dd>a numeric vector giving the age of the children 
 (in years).</dd>
 <dt><code>igg</code></dt><dd>a numeric vector giving the the serum 
 IgG concentration.</dd>
 </dl>

igg: Immunoglobulin G concentrations

Description

Usage

Arguments

Format

References

Examples