Inflection and stability points of diphasic logistic analysis of growth

Growth functions with inflection points following a diphasic model, can be adjusted by two approaches using segmented regression or the sum of two functions. In both cases, there are two functions, one for each phase, with inflection and stability points. However, when they are summed, the result is...

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Main Authors: Martha Maria Mischan, José Raimundo de Souza Passos, Sheila Zambello de Pinho, Lídia Raquel de Carvalho
Format: Article
Language:English
Published: Universidade de São Paulo 2015-06-01
Series:Scientia Agricola
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162015000300215&lng=en&tlng=en
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spelling doaj-bd511cb6ba054e69bc40b8a615787f802020-11-25T01:57:54ZengUniversidade de São PauloScientia Agricola1678-992X2015-06-0172321522010.1590/0103-9016-2014-0212S0103-90162015000300215Inflection and stability points of diphasic logistic analysis of growthMartha Maria MischanJosé Raimundo de Souza PassosSheila Zambello de PinhoLídia Raquel de CarvalhoGrowth functions with inflection points following a diphasic model, can be adjusted by two approaches using segmented regression or the sum of two functions. In both cases, there are two functions, one for each phase, with inflection and stability points. However, when they are summed, the result is a new function and the points of inflection and stability are different from those obtained from using each function individually. A method to determine these points in a diphasic logistics sum of functions is suggested and the results obtained from fitting the models to eucalyptus growth data showed a better fit of the logistic diphasic sum as compared with segmented regression and monophasic logistic models.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162015000300215&lng=en&tlng=ennonlinear modelssegmented regressionsum of logistics
collection DOAJ
language English
format Article
sources DOAJ
author Martha Maria Mischan
José Raimundo de Souza Passos
Sheila Zambello de Pinho
Lídia Raquel de Carvalho
spellingShingle Martha Maria Mischan
José Raimundo de Souza Passos
Sheila Zambello de Pinho
Lídia Raquel de Carvalho
Inflection and stability points of diphasic logistic analysis of growth
Scientia Agricola
nonlinear models
segmented regression
sum of logistics
author_facet Martha Maria Mischan
José Raimundo de Souza Passos
Sheila Zambello de Pinho
Lídia Raquel de Carvalho
author_sort Martha Maria Mischan
title Inflection and stability points of diphasic logistic analysis of growth
title_short Inflection and stability points of diphasic logistic analysis of growth
title_full Inflection and stability points of diphasic logistic analysis of growth
title_fullStr Inflection and stability points of diphasic logistic analysis of growth
title_full_unstemmed Inflection and stability points of diphasic logistic analysis of growth
title_sort inflection and stability points of diphasic logistic analysis of growth
publisher Universidade de São Paulo
series Scientia Agricola
issn 1678-992X
publishDate 2015-06-01
description Growth functions with inflection points following a diphasic model, can be adjusted by two approaches using segmented regression or the sum of two functions. In both cases, there are two functions, one for each phase, with inflection and stability points. However, when they are summed, the result is a new function and the points of inflection and stability are different from those obtained from using each function individually. A method to determine these points in a diphasic logistics sum of functions is suggested and the results obtained from fitting the models to eucalyptus growth data showed a better fit of the logistic diphasic sum as compared with segmented regression and monophasic logistic models.
topic nonlinear models
segmented regression
sum of logistics
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162015000300215&lng=en&tlng=en
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