Off the beaten track: A new linear model for interval data

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• 作者：Só ; nia Dias ; ^a ; ^c ; ^{sdias@estg.ipvc.pt} ; Paula Brito^b ; ^c ; ^{mpbrito@fep.up.pt}
• 关键词：Interval data ; Linear regression ; Symbolic Data Analysis ; Quantile functions
• 刊名：European Journal of Operational Research
• 出版年：2017
• 出版时间：1 May 2017
• 年：2017
• 卷：258
• 期：3
• 页码：1118-1130
• 全文大小：788 K
• 卷排序：258

文摘

A new linear regression model for interval data is presented. The Interval Distributional regression model allows predicting an interval. A method that takes in consideration the distribution within the intervals. The range of time of unemployment for user-defined sociological classes was predicted. Prediction for the burned area of forest fires was obtained with symbolic methods.