Generalized AMMI Models for Assessing The Endurance of Soybean to Leaf Pest
AMMI(Additive Main Effect Multiplicative Interaction)model for interactions in two-way table provide the major mean for studying stability and adaptability through genotype × environment interaction (GEI), which modeled by full interaction model. Eligibility of AMMI (Additive Main Effect Multiplicat...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Fakultas MIPA Universitas Jember
2010-07-01
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| Series: | Jurnal Ilmu Dasar |
| Subjects: | |
| Online Access: | https://jurnal.unej.ac.id/index.php/JID/article/view/78 |
| _version_ | 1819108485971836928 |
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| author | Alfian Futuhul Hadi A. A. Mattjik IM Sumertajaya |
| author_facet | Alfian Futuhul Hadi A. A. Mattjik IM Sumertajaya |
| author_sort | Alfian Futuhul Hadi |
| collection | DOAJ |
| description | AMMI(Additive Main Effect Multiplicative Interaction)model for interactions in two-way table provide the major mean for studying stability and adaptability through genotype × environment interaction (GEI), which modeled by full interaction model. Eligibility of AMMI (Additive Main Effect Multiplicative Interaction) model depends on that assumption of normally independent distributed error with a constant variance. In the study of genotypes’ resistance, disease and pest (insect) incidence on a plant for example, the appropriateness of AMMI model is being doubtful. We can handle it by introducing multiplicative terms for interaction in wider class of modeling, Generalized Linear Models. Its called Generalized AMMI model. An algorithm of iterative alternating generalized regression of row and column estimates its parameters. GAMMI log-link model will be applied to the Poisson data distribution. GAMMI log-link models give us good information of the interaction by its log-odd ratio. |
| first_indexed | 2024-12-22T03:10:41Z |
| format | Article |
| id | doaj.art-11446a619b2e4399b1546ff7d23861d8 |
| institution | Directory Open Access Journal |
| issn | 1411-5735 2442-5613 |
| language | English |
| last_indexed | 2024-12-22T03:10:41Z |
| publishDate | 2010-07-01 |
| publisher | Fakultas MIPA Universitas Jember |
| record_format | Article |
| series | Jurnal Ilmu Dasar |
| spelling | doaj.art-11446a619b2e4399b1546ff7d23861d82022-12-21T18:40:56ZengFakultas MIPA Universitas JemberJurnal Ilmu Dasar1411-57352442-56132010-07-0111215115978Generalized AMMI Models for Assessing The Endurance of Soybean to Leaf PestAlfian Futuhul HadiA. A. MattjikIM SumertajayaAMMI(Additive Main Effect Multiplicative Interaction)model for interactions in two-way table provide the major mean for studying stability and adaptability through genotype × environment interaction (GEI), which modeled by full interaction model. Eligibility of AMMI (Additive Main Effect Multiplicative Interaction) model depends on that assumption of normally independent distributed error with a constant variance. In the study of genotypes’ resistance, disease and pest (insect) incidence on a plant for example, the appropriateness of AMMI model is being doubtful. We can handle it by introducing multiplicative terms for interaction in wider class of modeling, Generalized Linear Models. Its called Generalized AMMI model. An algorithm of iterative alternating generalized regression of row and column estimates its parameters. GAMMI log-link model will be applied to the Poisson data distribution. GAMMI log-link models give us good information of the interaction by its log-odd ratio.https://jurnal.unej.ac.id/index.php/JID/article/view/78ammigeigammilog-link |
| spellingShingle | Alfian Futuhul Hadi A. A. Mattjik IM Sumertajaya Generalized AMMI Models for Assessing The Endurance of Soybean to Leaf Pest Jurnal Ilmu Dasar ammi gei gammi log-link |
| title | Generalized AMMI Models for Assessing The Endurance of Soybean to Leaf Pest |
| title_full | Generalized AMMI Models for Assessing The Endurance of Soybean to Leaf Pest |
| title_fullStr | Generalized AMMI Models for Assessing The Endurance of Soybean to Leaf Pest |
| title_full_unstemmed | Generalized AMMI Models for Assessing The Endurance of Soybean to Leaf Pest |
| title_short | Generalized AMMI Models for Assessing The Endurance of Soybean to Leaf Pest |
| title_sort | generalized ammi models for assessing the endurance of soybean to leaf pest |
| topic | ammi gei gammi log-link |
| url | https://jurnal.unej.ac.id/index.php/JID/article/view/78 |
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