Declarations of Independence: How Embedded Multicollinearity Errors Affect Dosimetric and Other Complex Analyses in Radiation Oncology

Author:

Ellsworth Susannah G.ORCID,van Rossum Peter S.N.,Mohan Radhe,Lin Steven H.,Grassberger Clemens,Hobbs Brian

Publisher

Elsevier BV

Subject

Cancer Research,Radiology, Nuclear Medicine and imaging,Oncology,Radiation

Reference19 articles.

1. Multicollinearity in regression analyses conducted in epidemiologic studies;Vatcheva;Epidemiology (Sunnyvale),2016

2. A study of effects of multicollinearity in the multivariable analysis;Yoo;Int J Appl Sci Technol,2014

3. High-Dimensional Data Analysis: The Curses And Blessings Of Dimensionality;Donoho,2000

4. Comparative analysis of dose volume histogram reduction algorithms for normal tissue complication probability calculations;Cozzi;Acta Oncol,2000

5. Functional data analysis applied to modeling of severe acute mucositis and dysphagia resulting from head and neck radiation therapy;Dean;Int J Radiat Oncol Biol Phys,2016

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1. Relationship between biological rhythm dysregulation and suicidal ideation in patients with major depressive disorder;BMC Psychiatry;2024-01-31

2. CGFLasso: Combating Multicollinearity using Domain Knowledge;Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD);2024-01-04

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