NOdata

This data set gives the equivalence ratios and peak nitrogen oxide emissions in a
 study using pure ethanol as a spark-ignition engine fuel.

datasets

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

NOdata function

This data frame consists of:<ul>
<li><code>NO</code>The peak nitrogen oxide emission levels.</li>
<li><code>Equivalence</code>The equivalence ratios for the engine at compression ratios from 7.5 to 18.</li>
</ul>

Format

Ethanol Fuel Data Set — NOdata

Ethanol Fuel Data Set

NOdata: Ethanol Fuel Data Set

Description

Usage

Arguments

Format

References