Automatic robust Box-Cox and extended Yeo-Johnson transformations in regression

DOI10.1007/s10260-022-00640-7MaRDI QIDQ6163486

Marco Riani, Aldo Corbellini, Anthony C. Atkinson

Publication date: 26 June 2023

Published in: Statistical Methods and Applications (Search for Journal in Brave)

zbMATH Keywords

Bayesian information criterion (BIC)forward searchsimultaneous testconstructed variableextended coefficient of determination \((R^2)\)negative observations

Mathematics Subject Classification ID

Statistics (62-XX) Systems theory; control (93-XX)

Related Items (1)

The finite sample performance of two methods for choosing a power transformation when seasonally adjusting a time series with X-13ARIMA-SEATS

Cites Work

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• Robust fitting of mixtures using the trimmed likelihood estimator
• Fast calibrations of the forward search for testing multiple outliers in regression
• New robust dynamic plots for regression mixture detection
• High breakdown-point and high efficiency robust estimates for regression
• Estimating the dimension of a model
• Robust diagnostic regression analysis
• The Box-Cox transformation: review and extensions
• Weighted likelihood mixture modeling and model-based clustering
• The forward search: theory and data analysis
• A new family of power transformations to improve normality or symmetry
• Prediction and Power Transformations when the Choice of Power is Restricted to a Finite Set
• Transformations and seasonal adjustment
• The Analysis of Transformed Data
• Estimating Optimal Transformations for Multiple Regression and Correlation
• An Analysis of Transformations Revisited
• On power transformations to symmetry
• Robust Diagnostic Data Analysis: Transformations in Regression
• An Analysis of Transformations Revisited, Rebutted
• Box-Cox transformations in linear models: Large sample theory and tests of normality
• Robust Response Transformations Based on Optimal Prediction
• Elliptical and Radial Truncation in Normal Populations

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