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Stata tip 110: How to get the optimal k-means cluster solution

Citations

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Cited by:

  1. Vanessa Hartmann & Konstantin M. Wacker, 2023. "Poverty decompositions with counterfactual income and inequality dynamics," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1746-1768, August.
  2. Burlando, Alfredo & Kuhn, Michael A. & Prina, Silvia, 2025. "Too fast, too furious? Digital credit delivery speed and repayment rates," Journal of Development Economics, Elsevier, vol. 174(C).
  3. Filippo Corsini & Marco Frey, 2023. "Exploring the development of environmentally sustainable products through reward-based crowdfunding," Electronic Commerce Research, Springer, vol. 23(2), pages 1183-1207, June.
  4. Klaus Mittenzwei & Wolfgang Britz, 2018. "Analysing Farm‐specific Payments for Norway using the Agrispace Model," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(3), pages 777-793, September.
  5. Almeling, Rene & Willey, Iris L., 2017. "Same medicine, different reasons: Comparing women's bodily experiences of producing eggs for pregnancy or for profit," Social Science & Medicine, Elsevier, vol. 188(C), pages 21-29.
  6. Xinyi Wang & Na Hou & Bo Chen, 2023. "Democracy, military expenditure and economic growth: A heterogeneous perspective," Defence and Peace Economics, Taylor & Francis Journals, vol. 34(8), pages 1039-1070, November.
  7. Monika Çule & Murray E. Fulton, 2025. "State and social power in post-communist countries: 1996–2022," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-14, December.
  8. Antonio Bernabe-Ortiz & Diego B. Borjas-Cavero & Jimmy D. Páucar-Alfaro & Rodrigo M. Carrillo-Larco, 2022. "Multimorbidity Patterns among People with Type 2 Diabetes Mellitus: Findings from Lima, Peru," IJERPH, MDPI, vol. 19(15), pages 1-11, July.
  9. Robinson, Sarah & Bozayeva, Zhanyl & Mukhamedova, Nozilakhon & Djanibekov, Nodir & Petrick, Martin, 2021. "Ranchers or pastoralists? Farm size, specialisation and production strategy amongst cattle farmers in south-eastern Kazakhstan," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 11.
  10. Herberholz, Lars & Wigger, Berthold U., 2021. "Efficiency of European universities: A comparison of peers," Research Policy, Elsevier, vol. 50(9).
  11. Albert Valenti & Shuba Srinivasan & Gokhan Yildirim & Koen Pauwels, 2024. "Direct mail to prospects and email to current customers? Modeling and field-testing multichannel marketing," Journal of the Academy of Marketing Science, Springer, vol. 52(3), pages 815-834, May.
  12. Alvin Christian & Brian Jacob & John D. Singleton, 2022. "Assessing School District Decision-Making: Evidence from the COVID-19 Pandemic," NBER Working Papers 30520, National Bureau of Economic Research, Inc.
  13. Vargas, Fernando, 2022. "How do firms innovate in Latin America?," MERIT Working Papers 2022-018, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  14. Núñez, F. & Arcos-Vargas, A. & Villa, G., 2020. "Efficiency benchmarking and remuneration of Spanish electricity distribution companies," Utilities Policy, Elsevier, vol. 67(C).
  15. Hou, Yuting & Yap, Winston & Chua, Rochelle & Song, Siqi & Yuen, Belinda, 2020. "The associations between older adults’ daily travel pattern and objective and perceived built environment: A study of three neighbourhoods in Singapore," Transport Policy, Elsevier, vol. 99(C), pages 314-328.
  16. Gianluca Trotta & Kirsten Gram-Hanssen & Pernille Lykke Jørgensen, 2020. "Heterogeneity of Electricity Consumption Patterns in Vulnerable Households," Energies, MDPI, vol. 13(18), pages 1-17, September.
  17. David P. Brown & David E. M. Sappington, 2023. "Load-Following Forward Contracts," The Energy Journal, , vol. 44(3), pages 187-222, May.
  18. Asya Pisarevskaya & Peter Scholten & Zeynep Kaşlı, 2022. "Classifying the Diversity of Urban Diversities: an Inductive Analysis of European Cities," Journal of International Migration and Integration, Springer, vol. 23(2), pages 655-677, June.
  19. Lars Herberholz & Berthold U. Wigger, 2020. "Efficiency of European Universities: A Comparison of Peers," CESifo Working Paper Series 8044, CESifo.
  20. Jacopo Gabani & Sumit Mazumdar & Marc Suhrcke, 2023. "The effect of health financing systems on health system outcomes: A cross‐country panel analysis," Health Economics, John Wiley & Sons, Ltd., vol. 32(3), pages 574-619, March.
  21. Jin, Miao & Liu, Yu-Jane & Meng, Juanjuan & Zhang, Yu, 2025. "Peer effects in the hierarchy: Evidence from the workplace," Journal of Economic Behavior & Organization, Elsevier, vol. 231(C).
  22. Maria Jesus Bonilla‐Priego & Juan‐José Nájera‐Sánchez & Xavier Font, 2022. "Beyond ethics: The transformational power of overlapping motivations in implementing strategic sustainability actions," Business Strategy and the Environment, Wiley Blackwell, vol. 31(3), pages 685-697, March.
  23. Ting Liu & Nick Shryane & Mark Elliot, 2022. "Attitudes to climate change risk: classification of and transitions in the UK population between 2012 and 2020," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 9(1), pages 1-15, December.
  24. Sebastiano Cattaruzzo & Giancarlo Corò & Roshan Borsato, 2024. "Technological complexity and international reach in SMEs: an empirical investigation in an industrial region," Working Papers 2024: 16, Department of Economics, University of Venice "Ca' Foscari".
  25. Kaczan, David J., 2020. "Can roads contribute to forest transitions?," World Development, Elsevier, vol. 129(C).
  26. Sterre S. Bour & Lucas M. A. Goossens & Maureen P. M. H. Rutten-van Mölken, 2025. "Characterizing a heterogeneous chronic patient population for redesigning person-centred bundled payment models using risk-mitigating measures," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 26(7), pages 1249-1262, September.
  27. Heiner Lüpke & Lucas Leopold & Jale Tosun, 2023. "Institutional coordination arrangements as elements of policy design spaces: insights from climate policy," Policy Sciences, Springer;Society of Policy Sciences, vol. 56(1), pages 49-68, March.
  28. Francisco J. Oliver-Márquez & Almudena Guarnido-Rueda & Ignacio Amate-Fortes, 2021. "Measuring financial knowledge: a macroeconomic perspective," International Economics and Economic Policy, Springer, vol. 18(1), pages 177-222, February.
  29. Zhu, Jialiang & Liu, Yun & Fang, Ying, 2023. "A blessing in disguise—The effect of China’s Covid-19 health code system on older people’s mobile payment usage," Finance Research Letters, Elsevier, vol. 53(C).
  30. Meredith E. Fay & Oluwamayokun Oshinowo & Elizabeth Iffrig & Kirby S. Fibben & Christina Caruso & Scott Hansen & Jamie O. Musick & José M. Valdez & Sally S. Azer & Robert G. Mannino & Hyoann Choi & Da, 2023. "iCLOTS: open-source, artificial intelligence-enabled software for analyses of blood cells in microfluidic and microscopy-based assays," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
  31. Luminita Postelnicu & Niels Hermes & Roselia Servin Juarez, 2015. "Social Capital and the Repayment of Microfinance Group Lending. A Case Study of Pro Mujer Mexico," Working Papers CEB 15-023, ULB -- Universite Libre de Bruxelles.
  32. Sarah Stafford & Jeremy Abramowitz, 2017. "An analysis of methods for identifying social vulnerability to climate change and sea level rise: a case study of Hampton Roads, Virginia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 85(2), pages 1089-1117, January.
  33. Miu, Luciana & Hawkes, Adam D., 2020. "Private landlords and energy efficiency: Evidence for policymakers from a large-scale study in the United Kingdom," Energy Policy, Elsevier, vol. 142(C).
  34. Trotta, Gianluca, 2020. "An empirical analysis of domestic electricity load profiles: Who consumes how much and when?," Applied Energy, Elsevier, vol. 275(C).
  35. Majid Hashemi, 2021. "The Effect of Reliability Improvements on Household Electricity Consumption and Coping Behavior: A Multi-dimensional Approach," Working Paper 1469, Economics Department, Queen's University.
  36. Arianna Gatta & Christine Ablaza & Rose-Marie Stambe & Greg Marston, 2025. "What is a Good Job and Who Gets It? A Typological Analysis of Job Quality in a Global Sample of Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 179(1), pages 481-504, August.
  37. Eunice Mueni Williams & Heini Väisänen & Sabu Padmadas, 2022. "Women's economic empowerment in sub-Saharan Africa: Evidence from cross-national population data," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 47(15), pages 415-452.
  38. Mulabdic, Alen & Rotunno, Lorenzo, 2022. "Trade barriers in government procurement," European Economic Review, Elsevier, vol. 148(C).
  39. Muhammad Salar Khan, 2021. "Absorptive capacities and economic growth in low and middle income economies," Papers 2109.11550, arXiv.org.
  40. Ahn, Soojung & Lee, Sang Hyeon, 2016. "Impact of Aid for Trade to Agricultural Development and Trade," 2016 Annual Meeting, February 6-9, 2016, San Antonio, Texas 230119, Southern Agricultural Economics Association.
  41. Bo Hu, 2021. "Childhood adversity and healthy ageing: a study of the Chinese older population," European Journal of Ageing, Springer, vol. 18(4), pages 523-535, December.
  42. Ting Liu & Richard Hanna & Yiannis Kountouris, 2026. "Heterogeneity in public attitudes and preferences for the deployment of aquifer thermal energy storage," Nature Energy, Nature, vol. 11(3), pages 479-489, March.
  43. Alexandra E. Ioannou & Enrico F. Creaco & Chrysi S. Laspidou, 2021. "Exploring the Effectiveness of Clustering Algorithms for Capturing Water Consumption Behavior at Household Level," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
  44. Kazungu, Moses & Zhunusova, Eliza & Yang, Anastasia Lucy & Kabwe, Gillian & Gumbo, Davison J. & Günter, Sven, 2020. "Forest use strategies and their determinants among rural households in the Miombo woodlands of the Copperbelt Province, Zambia," Forest Policy and Economics, Elsevier, vol. 111(C).
  45. Yu, Bingxin & Guo, Zhe, 2015. "Measurement of agricultural productivity in Africa south of Sahara: A spatial typology application," IFPRI discussion papers 1410, International Food Policy Research Institute (IFPRI).
  46. Jeon, Junehyung & Woo, Ayoung, 2024. "The effects of built environments on bicycle accidents around bike-sharing program stations using street view images and deep learning techniques: The moderating role of streetscape features," Journal of Transport Geography, Elsevier, vol. 121(C).
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