Youngpeoplesurvey

<p>Young people survey data from Miroslav Sabo and available on the Kaggle
platform. This is an authentic example of questionnaire data where Slovakian
young people (15-30 years old) were asked musical preferences according to
different genres (rock, hip-hop, classical, etc.).</p>

datasets

An ensemble of algorithms that enable the clustering of networks and data matrices (such as counts, categorical or continuous) with different type of generative models. Model selection and clustering is performed in combination by optimizing the Integrated Classification Likelihood (which is equivalent to minimizing the description length). Several models are available such as: Stochastic Block Model, degree corrected Stochastic Block Model, Mixtures of Multinomial, Latent Block Model. The optimization is performed thanks to a combination of greedy local search and a genetic algorithm (see <arXiv:2002:11577> for more details).

Etienne C<c3><b4>me

greed

Clustering and Model Selection with the Integrated
Classification Likelihood

Etienne Côme

Nicolas Jouvin

Youngpeoplesurvey function

<p>An R data.frame with columns containing each of the 150 original
  variables of the study.</p>

Youngpeoplesurvey: Young People survey data

Description

Usage

Arguments

Format

Examples