Likelihood-based imprecise regression

DOI10.1016/j.ijar.2012.06.010zbMath1316.62116OpenAlexW2138331325MaRDI QIDQ2375318

Andrea Wiencierz, Marco E. G. V. Cattaneo

Publication date: 13 June 2013

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ijar.2012.06.010

zbMATH Keywords

robust regressionquantile estimationlikelihood inferenceimprecise probabilityimprecise datacomplex uncertainty

Mathematics Subject Classification ID

Fuzziness, and linear inference and regression (62J86)

Related Items (9)

On the testability of coarsening assumptions: a hypothesis test for subgroup independence ⋮ The likelihood interpretation as the foundation of fuzzy set theory ⋮ Likelihood decision functions ⋮ Reliable Inference in Categorical Regression Analysis for Non‐randomly Coarsened Observations ⋮ On the median in imprecise ordinal problems ⋮ Statistical modeling under partial identification: distinguishing three types of identification regions in regression analysis with interval data ⋮ On the implementation of LIR: the case of simple linear regression with interval data ⋮ A Continuous Updating Rule for Imprecise Probabilities ⋮ Variable selection in uncertain regression analysis with imprecise observations

Uses Software

• robustbase
• linLIR

Cites Work

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• Updating beliefs with incomplete observations
• Least squares fitting of compact set-valued data
• Soft methods for handling variability and imprecision. Selected papers based on the presentations at the 4th international conference on soft methods in probability and statistics (SMPS'2008), Toulouse, France, September 8--10, 2008.
• A linear regression model for imprecise response
• Centre and range method for fitting a linear regression model to symbolic interval data
• Ignorability and coarse data
• Estimation of a flexible simple linear model for interval data based on set arithmetic
• Partial identification of probability distributions.
• On the implementation of LIR: the case of simple linear regression with interval data
• An Exact Algorithm for Likelihood-Based Imprecise Regression in the Case of Simple Linear Regression with Interval Data
• Conservative Inference Rule for Uncertain Reasoning under Incompleteness
• The Acceptability of Regression Solutions: Another Look at Computational Accuracy
• On Computing the Least Quantile of Squares Estimate
• Me\fehler und Information
• Robust Statistics
• Robust Statistics

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