Literature DB >> 8485866

A quantitative measure of nonlinearity.

K Emancipator1, M H Kroll.   

Abstract

Quantitative measures of the nonlinearity of an analytical method are defined as follows: the "(dimensional) nonlinearity" of a method is the square root of the mean of the square of the deviation of the response curve from a straight line, where the straight line is chosen to minimize the nonlinearity. The "relative nonlinearity" is defined as the dimensional nonlinearity divided by the difference between the maximum and minimum assayed values. These definitions may be used to develop practical criteria for linearity that are still objective. Calculation of the nonlinearity requires a method of curve-fitting. In this article, we use polynomial regression to demonstrate calculations, but the definition of nonlinearity also accommodates alternative nonlinear regression procedures.

Mesh:

Year:  1993        PMID: 8485866

Source DB:  PubMed          Journal:  Clin Chem        ISSN: 0009-9147            Impact factor:   8.327


  6 in total

1.  Nonlinear regression models for determination of nicotinamide adenine dinucleotide content in human embryonic stem cells.

Authors:  Anton Salykin; Petr Kuzmic; Olga Kyrylenko; Jindra Musilova; Zdenek Glatz; Petr Dvorak; Sergiy Kyrylenko
Journal:  Stem Cell Rev Rep       Date:  2013-12       Impact factor: 5.739

2.  Breaking Proportional Recovery After Stroke.

Authors:  Merav R Senesh; David J Reinkensmeyer
Journal:  Neurorehabil Neural Repair       Date:  2019-08-16       Impact factor: 3.919

3.  Nonlinear Dynamics in Gene Regulation Promote Robustness and Evolvability of Gene Expression Levels.

Authors:  Arno Steinacher; Declan G Bates; Ozgur E Akman; Orkun S Soyer
Journal:  PLoS One       Date:  2016-04-15       Impact factor: 3.240

4.  Manipulating the strength of organism-environment feedback increases nonlinearity and apparent hysteresis of ecosystem response to environmental change.

Authors:  Aurélie Garnier; Florence D Hulot; Owen L Petchey
Journal:  Ecol Evol       Date:  2020-05-11       Impact factor: 2.912

5.  The Relationship Between Local Field Potentials and the Blood-Oxygenation-Level Dependent MRI Signal Can Be Non-linear.

Authors:  Xiaodi Zhang; Wen-Ju Pan; Shella Keilholz
Journal:  Front Neurosci       Date:  2019-10-25       Impact factor: 4.677

6.  A Novel Framework for Understanding the Pattern Identification of Traditional Asian Medicine From the Machine Learning Perspective.

Authors:  Hyojin Bae; Sanghun Lee; Choong-Yeol Lee; Chang-Eop Kim
Journal:  Front Med (Lausanne)       Date:  2022-02-03
  6 in total

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