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Os01g0750000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Ras-related protein RIC2.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
319.47 | 0.84 | 6.43 | -5.05 | 0.476 | 2.77 | 1.21 | -10.8 | -0.647 | 22.4 | 27.86 | 1256 | -- | -- |
372 | 0.898 | 6.27 | -2.87 | 0.591 | 2.19 | 1.17 | -- | -0.774 | 22.5 | 8.149 | 1341 | -- | -- |
324.04 | 0.838 | 6.41 | -4.91 | 0.489 | 2.72 | -- | -9.91 | -0.625 | 21.2 | 27.8 | 1243 | -- | -- |
336.02 | 0.854 | 6.17 | -2.81 | 0.514 | 1.57 | -- | -- | -0.327 | 21.3 | 27.94 | 1213 | -- | -- |
334.47 | 0.852 | 6.39 | -4.64 | -- | 2.77 | -- | -8.77 | -0.711 | -- | 27.09 | 1143 | -- | -- |
445.73 | 0.99 | 6.18 | -2.24 | 0.688 | -- | 1.41 | -- | -0.385 | 23.1 | -- | -- | -- | -- |
453.51 | 0.997 | 6.18 | -2.29 | 0.695 | -- | -- | -- | -0.387 | 22.4 | -- | -- | -- | -- |
345.15 | 0.865 | 6.18 | -2.83 | -- | 1.98 | -- | -- | -0.451 | -- | 26.3 | 1068 | -- | -- |
519.47 | 1.06 | 6.06 | -- | 0.566 | 1.27 | -- | -- | 0.154 | 21.2 | 31.9 | 1091 | -- | -- |
483.09 | 1.03 | 6.16 | -2.28 | -- | -- | -- | -- | -0.385 | -- | -- | -- | -- | -- |
591.96 | 1.14 | 6.12 | -- | 0.683 | -- | -- | -- | -0.132 | 22.2 | -- | -- | -- | -- |
536.05 | 1.08 | 6.05 | -- | -- | 1.32 | -- | -- | 0.121 | -- | 32.1 | 1049 | -- | -- |
620.24 | 1.16 | 6.1 | -- | -- | -- | -- | -- | -0.132 | -- | -- | -- | -- | -- |
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 | 329.53 | humidity | 70 | 720 | < th | dose independent | rect. | 18 | 2 |
12 | 329.81 | humidity | 70 | 720 | < th | dose independent | rect. | 18 | 14 |
27 | 330.70 | temperature | 30 | 720 | > th | dose dependent | rect. | 18 | 15 |
28 | 331.04 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 6 |
30 | 332.21 | temperature | 30 | 1440 | > th | dose dependent | rect. | 18 | 1 |
46 | 332.54 | radiation | 1 | 720 | > th | dose dependent | rect. | 18 | 11 |
47 | 332.90 | temperature | 30 | 1440 | < th | dose independent | sin | 12 | NA |
48 | 332.97 | temperature | 30 | 1440 | > th | dose dependent | sin | 12 | NA |
49 | 333.00 | humidity | 70 | 720 | > th | dose independent | rect. | 18 | 8 |
52 | 333.20 | humidity | 80 | 720 | < th | dose dependent | rect. | 18 | 2 |
54 | 333.34 | temperature | 30 | 1440 | > th | dose independent | sin | 12 | NA |
55 | 333.35 | humidity | 70 | 1440 | < th | dose dependent | rect. | 18 | 14 |
56 | 333.44 | temperature | 30 | 1440 | > th | dose dependent | rect. | 14 | 5 |
70 | 333.45 | temperature | 30 | 1440 | > th | dose dependent | rect. | 14 | 20 |
122 | 334.06 | radiation | 1 | 720 | > th | dose dependent | rect. | 18 | 1 |
137 | 334.49 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 21 |
178 | 334.99 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 22 |
185 | 335.12 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 1 |
186 | 335.14 | humidity | 50 | 1440 | < th | dose independent | rect. | 16 | 1 |
191 | 335.41 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 16 |
193 | 335.43 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 18 |
194 | 335.44 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 22 |
200 | 335.49 | humidity | 50 | 1440 | < th | dose dependent | rect. | 16 | 1 |
206 | 335.53 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 14 |
208 | 335.55 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 10 |
212 | 335.60 | humidity | 50 | 1440 | > th | dose independent | rect. | 16 | 1 |
217 | 335.71 | temperature | 30 | 1440 | > th | dose independent | rect. | 15 | 21 |
227 | 335.82 | temperature | 30 | 1440 | > th | dose independent | rect. | 13 | 23 |
247 | 335.90 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 19 |
257 | 335.95 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 23 |
262 | 335.96 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 23 |
263 | 335.96 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 23 |
273 | 335.99 | temperature | 30 | 1440 | > th | dose independent | rect. | 15 | 4 |
290 | 336.00 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
293 | 336.00 | temperature | 30 | 1440 | < th | dose independent | rect. | 24 | 23 |
306 | 336.03 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 13 |
320 | 336.07 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 10 |
355 | 336.10 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 17 |
416 | 336.25 | temperature | 30 | 1440 | > th | dose independent | rect. | 15 | 19 |
446 | 336.29 | temperature | 30 | 720 | > th | dose independent | rect. | 18 | 15 |
452 | 336.33 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 23 |
459 | 336.42 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 10 |
464 | 336.46 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 12 |
487 | 336.53 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 11 |
491 | 336.55 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 17 |
533 | 336.67 | temperature | 30 | 1440 | > th | dose dependent | no | NA | NA |
640 | 336.77 | temperature | 30 | 1440 | < th | dose independent | rect. | 15 | 4 |
655 | 336.92 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |
748 | 336.92 | temperature | 30 | 1440 | > th | dose dependent | rect. | 17 | 23 |
755 | 337.02 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 9 |
817 | 337.32 | humidity | 70 | 720 | > th | dose independent | sin | 11 | NA |
858 | 337.51 | humidity | 60 | 1440 | > th | dose independent | rect. | 17 | 11 |
876 | 337.61 | temperature | 30 | 1440 | < th | dose independent | rect. | 13 | 12 |
879 | 337.63 | temperature | 30 | 1440 | < th | dose independent | rect. | 13 | 14 |
882 | 337.64 | humidity | 60 | 1440 | > th | dose independent | rect. | 17 | 3 |
888 | 337.68 | temperature | 30 | 1440 | < th | dose independent | rect. | 13 | 18 |
917 | 337.80 | temperature | 30 | 1440 | < th | dose independent | rect. | 13 | 6 |
999 | 338.00 | humidity | 60 | 1440 | > th | dose independent | rect. | 17 | 15 |