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Ordinal regression model for pea seed mass Cover

Figures & Tables

Statistical evaluation of considered factors (ordinal regression model) for seed mass categoriesTabelle 4_ Statistische Evaluierung der betrachteten Faktoren (ordinales Regressionsmodelles) hinsichtlich der Kategorien des Samengewichts

Model componentVariable levelEstimateStandard errorWalddfSignificance95% Confidence interval
Lower boundUpper bound
Threshold[1] < 200 mg−0.8240.054232.61<0.001−0.930−0.718
[2] 200–240 mg−0.3030.05135.21<0.001−0.403−0.203
[3] 240–270 mg0.2320.05219.61<0.0010.1290.335
[4] 270–300 mg1.0450.059311.11<0.0010.9291.161
Location[Seeds per pod]0.0560.00850.91<0.0010.0410.072
[Pods per plant]0.0480.01022.21<0.0010.0280.068
[Seeds per plant]−0.0060.0029.71<0.002−0.010−0.002
[Year = 2010]−0.8490.030796.21<0.001−0.908−0.790
[Year = 2011]0.000..0...
[Cultivar = Klif]−0.7270.028691. 71<0.001−0.781−0.673
[Cultivar = Tarchalska]0.000..0...
[IUNG = 1]0.0810.02213.71<0.0010.0380.125
[Nitragina = 2]0.0380.0232.910.088−0.0060.083
[Control = 3]0.000..0...
Scale[Cultivar = Klif ]−0.6210.029448.21<0.001−0.678−0.563
[Cultivar = Tarchalska]0.000..0...
[Year = 2010]−0.4920.031246.61<0.001−0.553−0.430
[Year = 2011]0.000..0...

Weather conditions in the two experimental yearsTabelle 1_ Wetterbedingungen in den zwei Versuchsjahren

YearsAprilMayJuneJulyAugust
Temperature (°C)20107.511.716.720.418.5
20119.713.217.417.318.9
Long-term mean8.113.716.518.217.9
Rainfall (mm)201066.5193.2103.5208.595.1
201129.271.599.5167.573.2
Long-term mean50.265.380.074.978.5

Means and analysis of variance of seed mass and quantitative variables (seeds per pod, pods per plant and seeds per plant) as affected by the qualitative variables (year, cultivar and inoculant)Tabelle 2_ Mittelwerte und Varianzanalyse des Samengewichts und der quantitativen Variablen (Samen pro Hülse, Hülsen pro Pflanze und Samen pro Pflanze) in Abhängigkeit der qualitativen Variablen (Jahr, Sorte und Inokulum)

Seed massSeedsPodsSeeds
(mg)(per pod)(per plant)(per plant)
Year
2010210b2.45b6.82b28.3b
2011270a2.88a7.18a33.5a
Cultivar
Tarchalska270a2.55b6.50b27.4b
Klif220b2.76a7.42a33.9a
Inoculant
IUNG250a2.87a7.30a33.2a
Nitragina240a2.69b6.86b30.6b
Control260a2.45c6.85b29.1c

Model fitting informationTabelle 3_ Informationen zur Modellanpassung

Model−2 Log likelihoodChi-squaredfSignificance
Intercept only10,564.1
Final model7,338.13,226.090.000
DOI: https://doi.org/10.1515/boku-2017-0008 | Journal eISSN: 2719-5430 | Journal ISSN: 0006-5471
Language: English
Page range: 81 - 87
Submitted on: Mar 14, 2017
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Accepted on: Jul 4, 2017
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Published on: Jun 30, 2017
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2017 Agnieszka Klimek-Kopyra, Jacek Strojny, Tadeusz Zając, Anna Ślizowska, Jana Klimešova, Reinhard W. Neugschwandtner, published by Universität für Bodenkultur Wien
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.