On hyperbolic transformations to normality

DOI10.1016/j.csda.2017.06.001zbMath1466.62202OpenAlexW2729594034MaRDI QIDQ1658393

Michelle Liou, Philip E. Cheng, Arthur C. Tsai, Maria Simak

Publication date: 14 August 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2017.06.001

zbMATH Keywords

Box-Cox transformationBehrens-Fisher problembimodal distributionWelch testLevene test

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric hypothesis testing (62G10) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (2)

Kurtosis removal for data pre-processing ⋮ Improved density and distribution function estimation

Uses Software

• Bioconductor
• vsn
• FastICA
• fminsearch

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• An Alternative Family of Transformations
• The two-sample \(t\) test: pre-testing its assumptions does not pay off
• The impact of Levene's test of equality of variances on statistical theory and practice
• On the glog-normal distribution and its application to the gene expression problem
• Distribution modeling and simulation of gene expression data
• Power transformations in correspondence analysis
• Independence characterizations and testing normality against restricted skewness-kurtosis alternatives
• A robust modification of the Jarque-Bera test of normality
• A new family of power transformations to improve normality or symmetry
• Statistical Distributions
• Sinh-arcsinh distributions
• An Analysis of Transformations Revisited
• Robust Tests for the Equality of Variances
• Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions
• Transformation of Non-Normal Frequency Distributions Into Normal Distributions
• On a variance stabilizing model and its application to genomic data
• A Simplex Method for Function Minimization
• Error Distribution for Gene Expression Data
• SYSTEMS OF FREQUENCY CURVES GENERATED BY METHODS OF TRANSLATION

This page was built for publication: On hyperbolic transformations to normality