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[Studies in Fuzziness and Soft Computing] Towards Advanced Data Analysis by Combining Soft Computing and Statistics Volume 285 || Linear Regression Analysis for Interval-valued Data Based on Set Arithmetic: A Review

✍ Scribed by Borgelt, Christian; Gil, María Ángeles; Sousa, João M.C.; Verleysen, Michel


Book ID
120342662
Publisher
Springer Berlin Heidelberg
Year
2013
Weight
237 KB
Category
Article
ISBN
3642302785

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✍ Borgelt, Christian; González-Rodríguez, Gil; Trutschnig, Wolfgang; Lubiano, Marí 📂 Article 📅 2010 🏛 Springer Berlin Heidelberg 🌐 English ⚖ 402 KB

Over the last forty years there has been a growing interest to extend probability theory and statistics and to allow for more flexible modelling of imprecision, uncertainty, vagueness and ignorance. The fact that in many real-life situations data uncertainty is not only present in the form of random