plot.spEMN01

Plot mixture density for the semiparametric mixture model output by spEMsymlocN01, with one component known and set to normal(0,1), and a symmetric nonparametric density with location parameter.

file

Analyzes finite mixture models for various parametric and semiparametric settings.  This includes mixtures of parametric distributions (normal, multivariate normal, multinomial, gamma), various Reliability Mixture Models (RMMs), mixtures-of-regressions settings (linear regression, logistic regression, Poisson regression, linear regression with changepoints, predictor-dependent mixing proportions, random effects regressions, hierarchical mixtures-of-experts), and tools for selecting the number of components (bootstrapping the likelihood ratio test statistic, mixturegrams, and model selection criteria).  Bayesian estimation of mixtures-of-linear-regressions models is available as well as a novel data depth method for obtaining credible bands.  This package is based upon work supported by the National Science Foundation under Grant No. SES-0518772 and the Chan Zuckerberg Initiative: Essential Open Source Software for Science (Grant No. 2020-255193).

Derek S. Young

mixtools

Tools for Analyzing Finite Mixture Models

Derek Young

Tatiana Benaglia

Didier Chauveau

David Hunter

Kedai Cheng

Ryan Elmore

Thomas Hettmansperger

Hoben Thomas

Fengjuan Xuan

plot.spEMN01 function

<dl> <dt>x</dt>
<dd>An object of class "spEMN01" as returned by spEMsymlocN01</dd> <dt>bw</dt>
<dd>Bandwidth for weighted kernel density estimation.</dd> <dt>knownpdf</dt>
<dd>The known density of component 1, default to <code>dnorm</code>.</dd> <dt>add.plot</dt>
<dd>Set to TRUE to add to an existing plot.</dd> <dt>...</dt>
<dd>further arguments passed to <code>plot</code> if <code>add.plot = FALSE</code>,
 	and to <code>lines</code> if <code>add.plot = TRUE</code>.</dd></dl>

Arguments

Author

Plot mixture pdf for the semiparametric mixture model output by spEMsymlocN01 — plot.spEMN01

<dl>

 <dt>x</dt>
<dd>An object of class "spEMN01" as returned by spEMsymlocN01</dd>

 <dt>bw</dt>
<dd>Bandwidth for weighted kernel density estimation.</dd>

 <dt>knownpdf</dt>
<dd>The known density of component 1, default to <code>dnorm</code>.</dd>

 <dt>add.plot</dt>
<dd>Set to TRUE to add to an existing plot.</dd>

 <dt>...</dt>
<dd>further arguments passed to <code>plot</code> if <code>add.plot = FALSE</code>,
 	and to <code>lines</code> if <code>add.plot = TRUE</code>.</dd>

</dl>

Plot mixture pdf for the semiparametric mixture model output by spEMsymlocN01

plot.spEMN01: Plot mixture pdf for the semiparametric mixture model output by spEMsymlocN01

Description

Usage

Value

Arguments

Author

References

See Also