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  "Title": "Robust Clustering Procedures",
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  "Description": "A clustering algorithm similar to K-Means is implemented,\nit has two main advantages, namely (a) The estimator is\nresistant to outliers, that means that results of estimator are\nstill correct when there are atypical values in the sample and\n(b) The estimator is efficient, roughly speaking, if there are\nno outliers in the sample, results will be similar to those\nobtained by a classic algorithm (K-Means). Clustering procedure\nis carried out by minimizing the overall robust scale so-called\ntau scale. (see Gonzalez, Yohai and Zamar (2019)\n<arxiv:1906.08198>).",
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  "Repository": "https://jdgonzalezwork.r-universe.dev",
  "Date/Publication": "2024-01-21 16:03:19 UTC",
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    "message": "Refactor: ktaucenters source code in c++ (#5)\n\n* Add: Source code in c++\r\n\r\n* Change: ktaucenters.Rproj config\r\n\r\n* Remove: Unused R source code\r\n\r\n* Update: DESCRIPTION with new dependencies\r\n\r\n* Add: License to the project\r\n\r\n* Change: .gitignore with new entries\r\n\r\n* Update: NAMESPACE with new functions\r\n\r\n* Add: ktaucenters-package env variables\r\n\r\n* Refactor: ktaucenters main function\r\n\r\n* Remove: unused docs\r\n\r\n* Change: Update existing docs\r\n\r\n* Add: docs for all new functions\r\n\r\n* Add: test for rho_opt\r\n\r\n* Chore: Bump version\r\n\r\n* Fix: improvedktaucenters example\r\n\r\n* Fix: ktaucenters vignettes\r\n\r\n* Fix: ktaucenters main function\r\n\r\n* change: update description file and remove license\r\n\r\n* remove: vignettes directory\r\n\r\n* fix: several bugs accross several functions\r\n\r\n* chore: update documentation\r\n\r\n* change: fix several docs errors\r\n\r\n* change: update namespace\r\n\r\n* chore: remove bad link in README\r\n\r\n* change: update mars screw data\r\n\r\n* chore: add myself to description as mantainer\r\n\r\n* change: rename rho functions to match current api\r\n\r\n* chore: update documentation for all functions\r\n\r\n* change: rename refactored function and include old one\r\n\r\n* chore: fix typos in README\r\n\r\n* change: rename mscale function to Mscale\r\n\r\n* change: warning message\r\n\r\n* change: package version\r\n\r\n* change: clean code for improvedktaucenters function\r\n\r\n* change: fix description sintaxis\r\n\r\n* change: update DESCRIPTION file\r\n\r\n* chore: fix improved ktaucenters documentation\r\n\r\n* Chore: fix ktaucenters documentation\r\n\r\n* chore: add docstrings for main functions\r\n\r\n* chore: remove unused packages from description\r\n\r\n* fix: only export expected functions\r\n\r\n* chore: fix improvedktaucenters documentation\r\n\r\n* fix: remove unused packages\r\n\r\n* chore: fix documentation for main functions\r\n\r\n* chore: fix documentation for mars example dataset\r\n\r\n* chore: update documentation for all cpp functions\r\n\r\n* add: NEWS file\r\n\r\n* fix: typos in documentation\r\n\r\n* Chore: fix documentation",
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