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Os05g0437500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Yip1 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | 0.244 | 9.85 | 1.25 | 0.305 | -0.349 | -0.349 | -2.11 | 0.629 | 4.17 | 0.5507 | 4776 | -- | -- |
28.43 | 0.248 | 9.87 | 1.28 | 0.304 | -0.567 | -0.37 | -- | 0.644 | 4.2 | 1.209 | 2456 | -- | -- |
27.31 | 0.243 | 9.85 | 1.26 | 0.304 | -0.3 | -- | -2 | 0.631 | 4.31 | 0.6742 | 4798 | -- | -- |
28.55 | 0.249 | 9.87 | 1.31 | 0.326 | -0.619 | -- | -- | 0.634 | 4.27 | 1.001 | 1842 | -- | -- |
32.27 | 0.265 | 9.85 | 1.28 | -- | -0.28 | -- | -2 | 0.636 | -- | 0.7546 | 4850 | -- | -- |
33.54 | 0.271 | 9.88 | 1.44 | 0.315 | -- | -0.252 | -- | 0.598 | 4.16 | -- | -- | -- | -- |
33.71 | 0.272 | 9.88 | 1.44 | 0.314 | -- | -- | -- | 0.6 | 4.27 | -- | -- | -- | -- |
33.55 | 0.27 | 9.87 | 1.28 | -- | -0.62 | -- | -- | 0.653 | -- | 1.158 | 2260 | -- | -- |
65.64 | 0.377 | 9.87 | -- | 0.273 | -1.19 | -- | -- | 0.588 | 4.23 | 2.289 | 2257 | -- | -- |
39.02 | 0.292 | 9.88 | 1.46 | -- | -- | -- | -- | 0.608 | -- | -- | -- | -- | -- |
88.59 | 0.44 | 9.92 | -- | 0.341 | -- | -- | -- | 0.439 | 4.18 | -- | -- | -- | -- |
70.65 | 0.391 | 9.89 | -- | -- | -1.21 | -- | -- | 0.559 | -- | 7.849 | 2260 | -- | -- |
94.9 | 0.455 | 9.92 | -- | -- | -- | -- | -- | 0.447 | -- | -- | -- | -- | -- |
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 | 25.75 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 4 |
4 | 25.79 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 4 |
5 | 25.80 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 4 |
7 | 25.80 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 4 |
11 | 25.84 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 8 |
13 | 25.85 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 7 |
15 | 25.85 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 7 |
45 | 26.05 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 5 |
46 | 26.05 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 5 |
47 | 26.05 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 5 |
58 | 26.09 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 21 | NA |
59 | 26.09 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 21 | NA |
62 | 26.09 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 21 | NA |
94 | 26.17 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 2 |
101 | 26.18 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 2 |
104 | 26.19 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 2 |
106 | 26.19 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 2 |
107 | 26.19 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 7 |
111 | 26.20 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 5 |
134 | 26.26 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 12 |
135 | 26.26 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 12 |
138 | 26.26 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 12 |
156 | 26.28 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 15 |
158 | 26.28 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 15 |
162 | 26.28 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 15 |
163 | 26.29 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
171 | 26.29 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 17 |
180 | 26.30 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 22 | 22 |
186 | 26.31 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 17 |
192 | 26.32 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 17 |
195 | 26.32 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 17 |
197 | 26.32 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 18 |
232 | 26.35 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 15 |
262 | 26.37 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 18 |
269 | 26.38 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 18 |
273 | 26.38 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 18 |
286 | 26.39 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 20 |
288 | 26.39 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 1 | NA |
293 | 26.39 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 20 |
342 | 26.44 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 4 |
385 | 26.48 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 2 | 15 |
395 | 26.49 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 23 | 18 |
405 | 26.50 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 2 | 15 |
408 | 26.50 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 23 | 18 |
410 | 26.50 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 2 | 15 |
412 | 26.50 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 23 | 18 |
426 | 26.52 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
433 | 26.53 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 16 | 1 |
462 | 26.55 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 13 | 5 |
473 | 26.55 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 15 |
479 | 26.56 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 16 | 1 |
506 | 26.58 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 19 |
535 | 26.60 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 21 |
537 | 26.61 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
562 | 26.62 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 21 |
617 | 26.64 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 23 |
649 | 26.66 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 22 | 22 |
675 | 26.67 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 22 | 22 |
678 | 26.67 | precipitation | 0.1 | 14400 | > th | dose dependent | no | NA | NA |
687 | 26.67 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 22 | 22 |
712 | 26.68 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 23 |
754 | 26.71 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 23 |
764 | 26.71 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 23 |
837 | 26.76 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
848 | 26.77 | precipitation | 0.1 | 14400 | > th | dose independent | no | NA | NA |
849 | 26.77 | precipitation | 0.1 | 14400 | < th | dose independent | no | NA | NA |
852 | 26.77 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 23 |
854 | 26.77 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 23 |
856 | 26.77 | precipitation | 0.1 | 14400 | < th | dose dependent | no | NA | NA |
859 | 26.77 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 23 |
861 | 26.77 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 23 |
869 | 26.78 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 12 |
906 | 26.81 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 13 |
942 | 26.84 | humidity | 70.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
957 | 26.85 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 3 | NA |
969 | 26.85 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 3 | NA |