Diagnostics and Robust Estimation When Transforming the Regression Model and the Response

DOI10.2307/1269339zbMath0641.62023OpenAlexW2168374350MaRDI QIDQ3782602

David Ruppert, Raymond J. Carroll

Publication date: 1987

Full work available at URL: http://www.lib.ncsu.edu/resolver/1840.4/3799

zbMATH Keywords

outliersnonlinear modelsmaximum likelihood estimatorpower transformationscase-deletion diagnosticstransform both sidesfisheries analysisKrasker-Welsch regression estimatorM estimationrobust bounded-influence estimator

Mathematics Subject Classification ID

Linear inference, regression (62J99) Robustness and adaptive procedures (parametric inference) (62F35) General nonlinear regression (62J02)

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Robust regression diagnostics with data transformations, Regression transformation diagnostics in transform-both-sides model, Robust tests in nonlinear regression models