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An examination of procedures for determining the number of clusters in a data set

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  1. Rong, Rong & Houser, Daniel, 2015. "Growing stars: A laboratory analysis of network formation," Journal of Economic Behavior & Organization, Elsevier, vol. 117(C), pages 380-394.
  2. repec:hal:spmain:info:hdl:2441/2vteelu0n785l82j764n6ul273 is not listed on IDEAS
  3. Véronique Cariou & Stéphane Verdun & Emmanuelle Diaz & El Qannari & Evelyne Vigneau, 2009. "Comparison of three hypothesis testing approaches for the selection of the appropriate number of clusters of variables," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 3(3), pages 227-241, December.
  4. Collantes, Gustavo O, 2006. "The California Zero-Emission Vehicle Mandate: A Study of the Policy Process, 1990-2004," Institute of Transportation Studies, Working Paper Series qt9030893m, Institute of Transportation Studies, UC Davis.
  5. Gribkova, Svetlana, 2015. "Vector quantization and clustering in the presence of censoring," Journal of Multivariate Analysis, Elsevier, vol. 140(C), pages 220-233.
  6. Paola Tellaroli & Marco Bazzi & Michele Donato & Alessandra R Brazzale & Sorin Drăghici, 2016. "Cross-Clustering: A Partial Clustering Algorithm with Automatic Estimation of the Number of Clusters," PLOS ONE, Public Library of Science, vol. 11(3), pages 1-14, March.
  7. Latruffe, Laure & Dupuy, Aurelia & Desjeux, Yann, 2012. "What would farmers’ strategies be in a no-CAP situation? An illustration to France," 86th Annual Conference, April 16-18, 2012, Warwick University, Coventry, UK 134989, Agricultural Economics Society.
  8. Álvarez Gil, M. J. & Burgos Jiménez, J. & Céspedes Lorente, J. J., 2001. "An analysis of environmental management, organizational context and performance of Spanish hotels," Omega, Elsevier, vol. 29(6), pages 457-471, December.
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  10. Hélène Syed Zwick & S. Ali Shah Syed, 2017. "The polarization impact of the crisis on the Eurozone labour markets: a hierarchical cluster analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 24(7), pages 472-476, April.
  11. Yao Lu & Julia Shu-Huah Wang & Wen-Jui Han, 2017. "Women’s Short-Term Employment Trajectories Following Birth: Patterns, Determinants, and Variations by Race/Ethnicity and Nativity," Demography, Springer;Population Association of America (PAA), vol. 54(1), pages 93-118, February.
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  13. Xiaochen He & Ruochen Zhang & Bin Zhu, 2022. "A Prospective Study on Resilience Among Children with Different Migrant and Left-behind Trajectories," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 15(6), pages 2065-2091, December.
  14. Juita-Elena Yusuf, 2012. "A tale of two exits: nascent entrepreneur learning activities and disengagement from start-up," Small Business Economics, Springer, vol. 39(3), pages 783-799, October.
  15. Bart Thijs & Wolfgang Glänzel, 2008. "A structural analysis of publication profiles for the classification of European research institutes," Scientometrics, Springer;Akadémiai Kiadó, vol. 74(2), pages 223-236, February.
  16. Hennig, Christian, 2007. "Cluster-wise assessment of cluster stability," Computational Statistics & Data Analysis, Elsevier, vol. 52(1), pages 258-271, September.
  17. Octavio Ramos-Leaños & Jneid Jneid & Bruno Fazio, 2022. "Non-Linear Clustering of Distribution Feeders," Energies, MDPI, vol. 15(21), pages 1-20, October.
  18. Lingsong Meng & Dorina Avram & George Tseng & Zhiguang Huo, 2022. "Outcome‐guided sparse K‐means for disease subtype discovery via integrating phenotypic data with high‐dimensional transcriptomic data," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 71(2), pages 352-375, March.
  19. Li Lin & Daniel T. L. Shek, 2021. "Meaning-in-Life Profiles among Chinese Late Adolescents: Associations with Readiness for Political Participation," IJERPH, MDPI, vol. 18(11), pages 1-16, May.
  20. Darvishi, Asef & Yousefi, Maryam & Marull, Joan & Dinan, Naghmeh Mobarghaee, 2022. "Modelling ecological scarcity considering the long-term interaction between human and nature in dry agricultural landscapes. Application in Qazvin (Iran)," Ecological Modelling, Elsevier, vol. 472(C).
  21. Martin Christian Höcker & Yassien Bachtal & Andreas Pfnür, 2022. "Work from home: bane or blessing? Implications for corporate real estate strategies [Work from Home: Fluch oder Segen? Implikationen für das betriebliche Immobilienmanagement]," Zeitschrift für Immobilienökonomie (German Journal of Real Estate Research), Springer;Gesellschaft für Immobilienwirtschaftliche Forschung e. V., vol. 8(2), pages 101-137, October.
  22. Najib A. Mozahem, 2017. "Cluster Formation as a Representation of the Category Space: A Two-Level Theoretical Model Tested Within the Context of the Lebanese Newspaper Industry (1851-1974)," SAGE Open, , vol. 7(2), pages 21582440176, April.
  23. Sara Dolnicar & Friedrich Leisch, 2010. "Evaluation of structure and reproducibility of cluster solutions using the bootstrap," Marketing Letters, Springer, vol. 21(1), pages 83-101, March.
  24. Élisabeth Lefebvre & Louis A. Lefebvre & Lise Préfontaine, 1996. "Technological Learning and Organizational Context: Fit and Performance in SMEs," CIRANO Working Papers 96s-32, CIRANO.
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  26. Goethner, Maximilian & Hornuf, Lars & Regner, Tobias, 2021. "Protecting investors in equity crowdfunding: An empirical analysis of the small investor protection act," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
  27. Doulaye Dembélé, 2008. "Multi-objective optimization for clustering 3-way gene expression data," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 2(3), pages 211-225, December.
  28. Sara Dolnicar & Friedrich Leisch, 2017. "Using segment level stability to select target segments in data-driven market segmentation studies," Marketing Letters, Springer, vol. 28(3), pages 423-436, September.
  29. Failde, Maria Alicia, 1996. "Rural and urban fiscal patterns," ISU General Staff Papers 1996010108000017633, Iowa State University, Department of Economics.
  30. Gaté, Romain & Latruffe, Laure, 2015. "Problems encountered with farm transfers: the case of Brittany," Working Papers 206047, Institut National de la recherche Agronomique (INRA), Departement Sciences Sociales, Agriculture et Alimentation, Espace et Environnement (SAE2).
  31. Maria Lo Bue & Stephan Klasen, 2013. "Identifying Synergies and Complementarities Between MDGs: Results from Cluster Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 113(2), pages 647-670, September.
  32. Deetz, Marcus & Poddig, Thorsten & Varmaz, Armin, 2009. "Klassifizierung von Hedge-Fonds durch das k-means Clustering von Self-Organizing Maps: eine renditebasierte Analyse zur Selbsteinstufungsgüte und Stiländerungsproblematik [Classifying Hedge Funds u," MPRA Paper 16939, University Library of Munich, Germany.
  33. Konstantin Gomonov & Svetlana Ratner & Inna Lazanyuk & Svetlana Revinova, 2021. "Clustering of EU Countries by the Level of Circular Economy: An Object-Oriented Approach," Sustainability, MDPI, vol. 13(13), pages 1-20, June.
  34. Michelsen, Carl Christian & Madlener, Reinhard, 2011. "Homeowners' Motivation to Adopt a Residential Heating System: A Principal-Component Analysis," FCN Working Papers 17/2011, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised Jan 2013.
  35. Maki Ikegami & Bart Neuts, 2020. "Strategic Options for Campus Sustainability: Cluster Analysis on Higher Education Institutions in Japan," Sustainability, MDPI, vol. 12(6), pages 1-13, March.
  36. Weresa, Marzenna Anna & Karbowski, Adam & Kowalski, Arkadiusz & Lachowicz, Marek & Lewandowska, Małgorzata & Mackiewicz, Marta & Napiórkowski, Tomasz & Rószkiewicz, Małgorzata, 2018. "Strengthening the knowledge base for innovation in the European Union," EconStor Books, ZBW - Leibniz Information Centre for Economics, number 182399 edited by Weresa, Marzenna Anna, July.
  37. Z. Volkovich & Z. Barzily & G.-W. Weber & D. Toledano-Kitai & R. Avros, 2012. "An application of the minimal spanning tree approach to the cluster stability problem," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 20(1), pages 119-139, March.
  38. Wang, David Han-Min, 2007. "Convergence tests on tax burden and economic growth among China, Taiwan and the OECD countries," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 380(C), pages 278-286.
  39. Ann Vereecke & Roland Van Dierdonck & Arnoud De Meyer, 2006. "A Typology of Plants in Global Manufacturing Networks," Management Science, INFORMS, vol. 52(11), pages 1737-1750, November.
  40. Daisy Recchia & Pascaline Rollet & Marlène Perignon & Nicolas Bricas & Simon Vonthron & Coline Perrin & Caroline Méjean, 2022. "Changes in food purchasing practices of French households during the first COVID-19 lockdown and associated individual and environmental factors," Post-Print hal-03638229, HAL.
  41. Javier Sevil-Serrano & Alberto Aibar-Solana & Ángel Abós & José Antonio Julián & Luis García-González, 2019. "Healthy or Unhealthy? The Cocktail of Health-Related Behavior Profiles in Spanish Adolescents," IJERPH, MDPI, vol. 16(17), pages 1-14, August.
  42. Yasemin Boztug & Thomas Reutterer, 2006. "A Combined Approach for Segment-Specific Analysis of Market Basket Data," SFB 649 Discussion Papers SFB649DP2006-006, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
  43. Pieter C. Schoonees & Patrick J. F. Groenen & Michel Velden, 2022. "Least-squares bilinear clustering of three-way data," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 16(4), pages 1001-1037, December.
  44. Maud Roucan‐Kane & Corinne Alexander & Michael D. Boehlje & Scott W. Downey & Allan W. Gray, 2010. "Agricultural financial market segments," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 70(2), pages 231-244, August.
  45. Frank, Alejandro Germán & Dalenogare, Lucas Santos & Ayala, Néstor Fabián, 2019. "Industry 4.0 technologies: Implementation patterns in manufacturing companies," International Journal of Production Economics, Elsevier, vol. 210(C), pages 15-26.
  46. de Juana-Espinosa, Susana & Luján-Mora, Sergio, 2019. "Open government data portals in the European Union: Considerations, development, and expectations," Technological Forecasting and Social Change, Elsevier, vol. 149(C).
  47. Jacques-Antoine Gauthier & Eric D. Widmer & Philipp Bucher & Cédric Notredame, 2009. "How Much Does It Cost?," Sociological Methods & Research, , vol. 38(1), pages 197-231, August.
  48. Burghardt, Elliot & Sewell, Daniel & Cavanaugh, Joseph, 2022. "Agglomerative and divisive hierarchical Bayesian clustering," Computational Statistics & Data Analysis, Elsevier, vol. 176(C).
  49. Yi Peng & Yong Zhang & Gang Kou & Yong Shi, 2012. "A Multicriteria Decision Making Approach for Estimating the Number of Clusters in a Data Set," PLOS ONE, Public Library of Science, vol. 7(7), pages 1-9, July.
  50. Tachizawa, Elcio M. & Gimenez, Cristina, 2010. "Supply flexibility strategies in Spanish firms: Results from a survey," International Journal of Production Economics, Elsevier, vol. 124(1), pages 214-224, March.
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  53. Weinand, J.M. & McKenna, R. & Fichtner, W., 2019. "Developing a municipality typology for modelling decentralised energy systems," Utilities Policy, Elsevier, vol. 57(C), pages 75-96.
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  56. Cees H. Elzinga & Aart C. Liefbroer, 2007. "De-standardization of Family-Life Trajectories of Young Adults: A Cross-National Comparison Using Sequence Analysis," European Journal of Population, Springer;European Association for Population Studies, vol. 23(3), pages 225-250, October.
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