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Os01g0862000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Esterase/lipase/thioesterase domain containing protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose dependent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25.14 | 0.236 | 11.1 | -0.126 | 0.688 | -0.49 | 0.524 | 5.76 | -0.15 | 5.14 | 30.24 | 4072 | -- | -- |
27.73 | 0.245 | 11.2 | -0.921 | 0.725 | 0.0946 | 0.588 | -- | -0.186 | 5.31 | 32.9 | 11237 | -- | -- |
25.8 | 0.237 | 11.1 | -0.0875 | 0.69 | -0.53 | -- | 6.21 | -0.153 | 5.14 | 31.22 | 4032 | -- | -- |
27.22 | 0.243 | 11.2 | -1.02 | 0.69 | 0.272 | -- | -- | -0.277 | 5.11 | 34 | 14332 | -- | -- |
50.66 | 0.331 | 11.1 | 0.0231 | -- | -0.544 | -- | 6.74 | -0.13 | -- | 30.68 | 4128 | -- | -- |
28.01 | 0.248 | 11.2 | -0.946 | 0.706 | -- | 0.572 | -- | -0.179 | 5.09 | -- | -- | -- | -- |
28.84 | 0.251 | 11.2 | -0.946 | 0.71 | -- | -- | -- | -0.182 | 5.09 | -- | -- | -- | -- |
52.83 | 0.339 | 11.2 | -1.01 | -- | 0.328 | -- | -- | -0.28 | -- | 33.4 | 12820 | -- | -- |
41 | 0.298 | 11.2 | -- | 0.695 | -0.444 | -- | -- | -0.123 | 5.13 | 35.1 | 47520 | -- | -- |
55.24 | 0.347 | 11.2 | -0.921 | -- | -- | -- | -- | -0.164 | -- | -- | -- | -- | -- |
52.43 | 0.339 | 11.2 | -- | 0.693 | -- | -- | -- | -0.0768 | 5.14 | -- | -- | -- | -- |
66.06 | 0.379 | 11.2 | -- | -- | -0.433 | -- | -- | -0.128 | -- | 35.39 | 47520 | -- | -- |
77.61 | 0.411 | 11.2 | -- | -- | -- | -- | -- | -0.062 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 23.57 | wind | 1 | 4320 | > th | dose independent | rect. | 4 | 1 |
2 | 23.69 | wind | 1 | 4320 | < th | dose independent | rect. | 4 | 1 |
9 | 24.22 | wind | 1 | 4320 | < th | dose dependent | rect. | 3 | 3 |
32 | 25.04 | temperature | 30 | 4320 | > th | dose independent | rect. | 17 | 16 |
33 | 25.05 | temperature | 30 | 4320 | > th | dose independent | rect. | 17 | 2 |
48 | 25.09 | temperature | 30 | 4320 | < th | dose independent | rect. | 17 | 4 |
50 | 25.09 | temperature | 30 | 4320 | < th | dose independent | rect. | 17 | 7 |
51 | 25.09 | temperature | 30 | 4320 | < th | dose independent | rect. | 17 | 16 |
54 | 25.10 | temperature | 30 | 4320 | < th | dose independent | rect. | 17 | 14 |
60 | 25.13 | temperature | 30 | 4320 | < th | dose independent | rect. | 17 | 12 |
61 | 25.14 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 23 | 2 |
62 | 25.14 | wind | 1 | 4320 | > th | dose independent | rect. | 2 | 10 |
66 | 25.14 | temperature | 30 | 4320 | > th | dose dependent | rect. | 16 | 17 |
68 | 25.15 | temperature | 30 | 4320 | > th | dose dependent | rect. | 16 | 3 |
85 | 25.17 | wind | 1 | 4320 | < th | dose independent | rect. | 2 | 10 |
110 | 25.22 | temperature | 30 | 4320 | > th | dose dependent | rect. | 16 | 22 |
113 | 25.23 | temperature | 30 | 4320 | > th | dose dependent | rect. | 13 | 1 |
114 | 25.23 | atmosphere | 995 | 270 | > th | dose dependent | rect. | 23 | 2 |
117 | 25.24 | temperature | 30 | 4320 | > th | dose dependent | sin | 11 | NA |
139 | 25.27 | temperature | 30 | 4320 | > th | dose dependent | rect. | 11 | 8 |
157 | 25.28 | temperature | 30 | 4320 | > th | dose independent | rect. | 17 | 20 |
158 | 25.28 | temperature | 30 | 4320 | < th | dose independent | rect. | 17 | 20 |
165 | 25.28 | temperature | 30 | 4320 | > th | dose dependent | rect. | 12 | 6 |
201 | 25.29 | atmosphere | 1005 | 90 | > th | dose independent | rect. | 23 | 4 |
205 | 25.29 | temperature | 30 | 4320 | > th | dose dependent | no | NA | NA |
438 | 25.32 | atmosphere | 1000 | 90 | < th | dose dependent | rect. | 15 | 17 |
443 | 25.33 | temperature | 30 | 4320 | < th | dose independent | rect. | 11 | 1 |
478 | 25.35 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 13 | 18 |
492 | 25.37 | temperature | 30 | 4320 | > th | dose independent | rect. | 11 | 2 |
493 | 25.37 | temperature | 30 | 4320 | < th | dose independent | rect. | 6 | 7 |
513 | 25.37 | wind | 1 | 4320 | < th | dose dependent | rect. | 3 | 9 |
536 | 25.38 | temperature | 30 | 4320 | > th | dose independent | sin | 9 | NA |
537 | 25.38 | temperature | 30 | 4320 | < th | dose independent | sin | 9 | NA |
539 | 25.38 | temperature | 30 | 4320 | < th | dose independent | rect. | 8 | 5 |
542 | 25.38 | temperature | 30 | 4320 | > th | dose independent | rect. | 8 | 6 |
566 | 25.38 | humidity | 50 | 270 | > th | dose independent | rect. | 1 | 22 |
665 | 25.45 | atmosphere | 995 | 90 | > th | dose dependent | rect. | 23 | 5 |
687 | 25.46 | temperature | 25 | 720 | > th | dose dependent | rect. | 20 | 1 |
790 | 25.50 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 21 | 6 |