Regression and correlation analyses of a linear relation between random intervals

DOI10.1007/BF02595831zbMath0981.62062OpenAlexW1971199635MaRDI QIDQ5952302

María Asunción Lubiano, María Ángeles Gil Álvarez, Manuel Montenegro, M. Teresa López-García

Publication date: 26 March 2002

Published in: Test (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/bf02595831

zbMATH Keywords

correlationleast-squares methodregressioncompact convex random setinterval-valued dataS-metric between compact intervals

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Geometric probability and stochastic geometry (60D05) Linear inference, regression (62J99)

Related Items (16)

Data generation processes and statistical management of interval data ⋮ Visualization for Interval Data ⋮ Estimation of a flexible simple linear model for interval data based on set arithmetic ⋮ Testing of mean interval for interval-valued data ⋮ Local regression smoothers with set-valued outcome data ⋮ Confidence sets in a linear regression model for interval data ⋮ Modeling the Variance of Return Intervals Toward Volatility Prediction ⋮ Inclusion degree tests for the Aumann expectation of a random interval ⋮ Least squares estimation of linear regression models for convex compact random sets ⋮ Interval arithmetic-based simple linear regression between interval data: Discussion and sensitivity analysis on the choice of the metric ⋮ Comments on ``A distance-based statistical analysis of fuzzy number-valued data by the SMIRE research group ⋮ A Bootstrap Factorial ANOVA for Random Intervals ⋮ Testing linear independence in linear models with interval-valued data ⋮ On the Estimation of the Regression Model M for Interval Data ⋮ Interval-valued kriging for geostatistical mapping with imprecise inputs ⋮ Estimation of a simple linear regression model for fuzzy random variables

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