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Journal of Computational and Graphical Statistics Volume 23, 2014 - Issue 4
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ARTICLES: Mixture Modeling

A “Density-Based” Algorithm for Cluster Analysis Using Species Sampling Gaussian Mixture Models

Raffaele Argiento
,
Andrea Cremaschi
&
Alessandra Guglielmi
Pages 1126-1142 | Received 01 Dec 2012, Published online: 20 Oct 2014

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Read on this site (4)

Yang Ni, Peter Müller, Maurice Diesendruck, Sinead Williamson, Yitan Zhu & Yuan Ji. (2020) Scalable Bayesian Nonparametric Clustering and Classification. Journal of Computational and Graphical Statistics 29:1, pages 53-65.
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Raffaele Argiento, Andrea Cremaschi & Marina Vannucci. (2020) Hierarchical Normalized Completely Random Measures to Cluster Grouped Data. Journal of the American Statistical Association 115:529, pages 318-333.
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Gertraud Malsiner-Walli, Sylvia Frühwirth-Schnatter & Bettina Grün. (2017) Identifying Mixtures of Mixtures Using Bayesian Estimation. Journal of Computational and Graphical Statistics 26:2, pages 285-295.
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Alejandro Murua & Fernando A. Quintana. (2017) Semiparametric Bayesian Regression via Potts Model. Journal of Computational and Graphical Statistics 26:2, pages 265-274.
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Articles from other publishers (13)

Willem van den Boom, Maria De Iorio & Alexandros Beskos. (2023) Bayesian Learning of Graph Substructures. Bayesian Analysis 18:4.
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S. Wade. (2023) Bayesian cluster analysis. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 381:2247.
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Gary W. Chang, Bui Huu Noen, Gary H. Sun, Wei-Yun Huang & Johnson C. Yu. (2022) Multi-Synchrosqueezing Transform-Based Hybrid Method for Frequency Components Detection of Nonstationary Voltage and Current Waveforms. IEEE Transactions on Power Delivery 37:5, pages 3630-3640.
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Willem van den Boom, Maria De Iorio & Marta Tallarita. (2021) Bayesian inference on the number of recurrent events: A joint model of recurrence and survival. Statistical Methods in Medical Research 31:1, pages 139-153.
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Edoardo Redivo, Hien D. Nguyen & Mayetri Gupta. (2020) Bayesian clustering of skewed and multimodal data using geometric skewed normal distributions. Computational Statistics & Data Analysis 152, pages 107040.
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Amjad Ali, Ibrar Yaqoob, Ejaz Ahmed, Muhammad Imran, Kyung Sup Kwak, Adnan Ahmad, Syed Asad Hussain & Zulfiqar Ali. (2018) Channel Clustering and QoS Level Identification Scheme for Multi-Channel Cognitive Radio Networks. IEEE Communications Magazine 56:4, pages 164-171.
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Ran Etgar, Roy Gelbard & Yuval Cohen. (2018) Feature assignment in multi-release work plan: Accelerating optimization using gene clustering. Computers & Industrial Engineering 118, pages 123-137.
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Sabrina Siebert, Katja Ickstadt, Martin Schäfer, Yvonne Radon & Peter J. Verveer. (2018) Comparison of clustering approaches with application to dual colour protein data. IET Systems Biology 12:1, pages 7-17.
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Minjung Kyung. (2017) Bayesian analysis of random partition models with Laplace distribution. Communications for Statistical Applications and Methods 24:5, pages 457-480.
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Charlotte Wang, Fabrizio Ruggeri, Chuhsing K. Hsiao & Raffaele Argiento. (2017) Bayesian nonparametric clustering and association studies for candidate SNP observations. International Journal of Approximate Reasoning 80, pages 19-35.
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Raffaele Argiento, Ilaria Bianchini & Alessandra Guglielmi. (2015) A blocked Gibbs sampler for NGG-mixture models via a priori truncation. Statistics and Computing 26:3, pages 641-661.
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Martin Schäfer, Yvonne Radon, Thomas Klein, Sabrina Herrmann, Holger Schwender, Peter J. Verveer & Katja Ickstadt. (2015) A Bayesian mixture model to quantify parameters of spatial clustering. Computational Statistics & Data Analysis 92, pages 163-176.
Crossref
Raffaele Argiento, Alessandra Guglielmi, Chuhsing Kate Hsiao, Fabrizio Ruggeri & Charlotte Wang. 2015. Nonparametric Bayesian Inference in Biostatistics. Nonparametric Bayesian Inference in Biostatistics 115 134 .

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