Analysis of ontogenetic spectra of populations of plants and lichens via ordinal regression

G. Yu Sofronov; N. V. Glotov; S. M. Ivanov

doi:10.1063/1.4914443

Analysis of ontogenetic spectra of populations of plants and lichens via ordinal regression

G. Yu Sofronov, N. V. Glotov, S. M. Ivanov

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

5 Citations (Scopus)

Abstract

Ontogenetic spectra of plants and lichens tend to vary across the populations. This means that if several subsamples within a sample (or a population) were collected, then the subsamples would not be homogeneous. Consequently, the statistical analysis of the aggregated data would not be correct, which could potentially lead to false biological conclusions. In order to take into account the heterogeneity of the subsamples, we propose to use ordinal regression, which is a type of generalized linear regression. In this paper, we study the populations of cowberry Vaccinium vitis-idaea L. and epiphytic lichens Hypogymnia physodes (L.) Nyl. and Pseudevernia furfuracea (L.) Zopf. We obtain estimates for the proportions of between-sample variability in the total variability of the ontogenetic spectra of the populations.

Original language	English
Title of host publication	Symposium on Biomathematics, SYMOMATH 2014
Subtitle of host publication	AIP Conference Proceedings
Editors	Thomas Götz, Agus Suryanto
Place of Publication	Melville, NY
Publisher	American Institute of Physics
Pages	118-127
Number of pages	10
Volume	1651
ISBN (Electronic)	9780735412934
DOIs	https://doi.org/10.1063/1.4914443
Publication status	Published - 2015
Event	2nd International Symposium on Biomathematics, SYMOMATH 2014 - Malang, East Java, Indonesia Duration: 31 Aug 2014 → 2 Sept 2014

Other

Other	2nd International Symposium on Biomathematics, SYMOMATH 2014
Country/Territory	Indonesia
City	Malang, East Java
Period	31/08/14 → 2/09/14

Keywords

Hypogymnia physodes
ontogenetic spectrum of population
ordinal regression
Pseudevernia furfuracea
Vaccinium vitis-idaea

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10.1063/1.4914443

Cite this

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title = "Analysis of ontogenetic spectra of populations of plants and lichens via ordinal regression",

abstract = "Ontogenetic spectra of plants and lichens tend to vary across the populations. This means that if several subsamples within a sample (or a population) were collected, then the subsamples would not be homogeneous. Consequently, the statistical analysis of the aggregated data would not be correct, which could potentially lead to false biological conclusions. In order to take into account the heterogeneity of the subsamples, we propose to use ordinal regression, which is a type of generalized linear regression. In this paper, we study the populations of cowberry Vaccinium vitis-idaea L. and epiphytic lichens Hypogymnia physodes (L.) Nyl. and Pseudevernia furfuracea (L.) Zopf. We obtain estimates for the proportions of between-sample variability in the total variability of the ontogenetic spectra of the populations.",

keywords = "Hypogymnia physodes, ontogenetic spectrum of population, ordinal regression, Pseudevernia furfuracea, Vaccinium vitis-idaea",

author = "Sofronov, \{G. Yu\} and Glotov, \{N. V.\} and Ivanov, \{S. M.\}",

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doi = "10.1063/1.4914443",

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editor = "Thomas G{\"o}tz and Agus Suryanto",

booktitle = "Symposium on Biomathematics, SYMOMATH 2014",

publisher = "American Institute of Physics",

address = "United States",

note = "2nd International Symposium on Biomathematics, SYMOMATH 2014 ; Conference date: 31-08-2014 Through 02-09-2014",

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Sofronov, GY, Glotov, NV & Ivanov, SM 2015, Analysis of ontogenetic spectra of populations of plants and lichens via ordinal regression. in T Götz & A Suryanto (eds), Symposium on Biomathematics, SYMOMATH 2014: AIP Conference Proceedings. vol. 1651, American Institute of Physics, Melville, NY, pp. 118-127, 2nd International Symposium on Biomathematics, SYMOMATH 2014, Malang, East Java, Indonesia, 31/08/14. https://doi.org/10.1063/1.4914443

Analysis of ontogenetic spectra of populations of plants and lichens via ordinal regression. / Sofronov, G. Yu; Glotov, N. V.; Ivanov, S. M.
Symposium on Biomathematics, SYMOMATH 2014: AIP Conference Proceedings. ed. / Thomas Götz; Agus Suryanto. Vol. 1651 Melville, NY: American Institute of Physics, 2015. p. 118-127.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

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AU - Sofronov, G. Yu

AU - Glotov, N. V.

AU - Ivanov, S. M.

PY - 2015

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N2 - Ontogenetic spectra of plants and lichens tend to vary across the populations. This means that if several subsamples within a sample (or a population) were collected, then the subsamples would not be homogeneous. Consequently, the statistical analysis of the aggregated data would not be correct, which could potentially lead to false biological conclusions. In order to take into account the heterogeneity of the subsamples, we propose to use ordinal regression, which is a type of generalized linear regression. In this paper, we study the populations of cowberry Vaccinium vitis-idaea L. and epiphytic lichens Hypogymnia physodes (L.) Nyl. and Pseudevernia furfuracea (L.) Zopf. We obtain estimates for the proportions of between-sample variability in the total variability of the ontogenetic spectra of the populations.

AB - Ontogenetic spectra of plants and lichens tend to vary across the populations. This means that if several subsamples within a sample (or a population) were collected, then the subsamples would not be homogeneous. Consequently, the statistical analysis of the aggregated data would not be correct, which could potentially lead to false biological conclusions. In order to take into account the heterogeneity of the subsamples, we propose to use ordinal regression, which is a type of generalized linear regression. In this paper, we study the populations of cowberry Vaccinium vitis-idaea L. and epiphytic lichens Hypogymnia physodes (L.) Nyl. and Pseudevernia furfuracea (L.) Zopf. We obtain estimates for the proportions of between-sample variability in the total variability of the ontogenetic spectra of the populations.

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KW - ordinal regression

KW - Pseudevernia furfuracea

KW - Vaccinium vitis-idaea

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BT - Symposium on Biomathematics, SYMOMATH 2014

A2 - Götz, Thomas

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Y2 - 31 August 2014 through 2 September 2014

ER -

Analysis of ontogenetic spectra of populations of plants and lichens via ordinal regression

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