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Minor changes in README after CRAN acceptance
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chriscarmona committed Feb 22, 2021
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26 changes: 23 additions & 3 deletions README.Rmd
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# BNPMIXcluster

<!-- badges: start -->
[![](https://img.shields.io/badge/doi-10.1007/s11634--018--0313--6-yellow.svg)](https://doi.org/10.1007/s11634-018-0313-6)
[![](https://img.shields.io/badge/devel%20version-1.3-blue.svg)](https://github.com/christianu7/BNPMIXcluster)
[![License: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](https://cran.r-project.org/web/licenses/MIT)
[![CRAN status](https://www.r-pkg.org/badges/version/BNPMIXcluster)](https://CRAN.R-project.org/package=BNPMIXcluster)
[![devel-version](https://img.shields.io/badge/devel%20version-1.3-blue.svg)](https://github.com/christianu7/BNPMIXcluster)
[![Lifecycle: stable](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable)
[![doi](https://img.shields.io/badge/doi-10.1007/s11634--018--0313--6-yellow.svg)](https://doi.org/10.1007/s11634-018-0313-6)
<!-- badges: end -->

The BNPMIXcluster package provides a method for model-based clustering of multivariate data. It is capable of combining different types of variables (continuous, ordinal and nominal) and accommodates for different sampling probabilities in a complex survey design.

The model is based on a location mixture model with a Poisson-Dirichlet process prior on the location parameters of the associated latent variables.

Details of the underlying model is described in Carmona, C., Nieto-Barajas, L. E., Canale, A. (2016) [arXiv:1612.00083](https://arxiv.org/abs/1612.00083).
## Citing

If you use BNPMIXcluster in a scientific publication, we encourage you to add
the following references to the related papers:
```bibtex
@article{Carmona2019,
title = {Model-based approach for household clustering with mixed scale variables},
author = {Carmona, Christian and Nieto-Barajas, Luis and Canale, Antonio},
journal = {Advances in Data Analysis and Classification},
year = {2019}
month = {jun},
volume = {13},
number = {2},
pages = {559--583},
doi = {10.1007/s11634-018-0313-6},
arxivId = {1612.00083},
url = {https:www.doi.org/10.1007/s11634-018-0313-6},
}
```

## Installation

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citHeader("To cite BNPMIXcluster in publications use:")

citEntry(
entry = "Article",
title = Model-based approach for household clustering with mixed scale variables,
author = Carmona, Christian and Nieto-Barajas, Luis and Canale, Antonio,
journal = Advances in Data Analysis and Classification,
year = 2019,
volume = 13,
number = 2,
pages = 559--583,
url = https://doi.org/10.1007/s11634-018-0313-6,
textVersion = paste(
Carmona, C., Nieto-Barajas, L., & Canale, A. (2019). Model-based approach for household clustering with mixed scale variables. Advances in Data Analysis and Classification, 13(2), 559-583.
)
)
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