Bivariate symbolic regression models for interval-valued variables

DOI10.1080/00949655.2010.500470zbMath1431.62328OpenAlexW2133609334MaRDI QIDQ5300768

Eufrásio de A. Lima Neto, Gauss M. Cordeiro, Francisco de. A. T. de Carvalho

Publication date: 28 June 2013

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2010.500470

zbMATH Keywords

interval-valued dataresidual analysisgeneralized linear modelsymbolic data analysisdeviancebivariate symbolic regression method

Mathematics Subject Classification ID

Generalized linear models (logistic models) (62J12) Fuzziness, and linear inference and regression (62J86)

Related Items (22)

A clusterwise nonlinear regression algorithm for interval-valued data ⋮ Outlier detection in interval data ⋮ Model averaging for interval-valued data ⋮ Visualization for Interval Data ⋮ A spatial-type interval-valued median for random intervals ⋮ New models for symbolic data analysis ⋮ On the numerical simulation of exponential decay and outbreak data sets involving uncertainties ⋮ Interval-valued data regression using partial linear model ⋮ An exponential-type kernel robust regression model for interval-valued variables ⋮ A Bayesian parametrized method for interval-valued regression models ⋮ Regression model for interval-valued variables based on copulas ⋮ An exploratory data analysis in scale-space for interval-valued data ⋮ Off the beaten track: a new linear model for interval data ⋮ Interval-valued data regression using nonparametric additive models ⋮ Threshold autoregressive models for interval-valued time series data ⋮ Linear regression model with histogram‐valued variables ⋮ Parameter estimation from interval-valued data using the expectation-maximization algorithm ⋮ A Center-Level Approach to Estimating the Effect of Center Characteristics on Center Outcomes ⋮ Clustering of interval time series ⋮ Bivariate elliptical regression for modeling interval-valued data ⋮ Association measures for interval variables ⋮ Functional linear models for interval-valued data

Uses Software

• SODAS

Cites Work

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• Symbolic Data Analysis
• A monothetic clustering method
• Symbolic Data Analysis and the SODAS Software
• Analysis of symbolic data. Exploratory methods for extracting statistical information from complex data

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