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Os04g0412900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Sec23/Sec24 trunk region 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
241.75 | 0.731 | 8.22 | -1.51 | 2.25 | 2.03 | 1.31 | -1.1 | -0.988 | 5.95 | 80.82 | 1139 | -- | -- |
243.19 | 0.726 | 8.2 | -1.4 | 2.24 | 1.94 | 1.3 | -- | -0.976 | 5.93 | 81.4 | 1145 | -- | -- |
245.72 | 0.73 | 8.22 | -1.49 | 2.25 | 1.99 | -- | -1.04 | -0.994 | 5.84 | 80.36 | 1150 | -- | -- |
246.87 | 0.732 | 8.21 | -1.39 | 2.23 | 1.88 | -- | -- | -0.974 | 5.77 | 80.68 | 1169 | -- | -- |
491.04 | 1.03 | 8.26 | -1.31 | -- | 2.27 | -- | -0.543 | -0.99 | -- | 87 | 1262 | -- | -- |
319.43 | 0.838 | 8.23 | -1.09 | 2.33 | -- | 0.862 | -- | -1.04 | 5.17 | -- | -- | -- | -- |
321.25 | 0.839 | 8.23 | -1.09 | 2.34 | -- | -- | -- | -1.04 | 5.12 | -- | -- | -- | -- |
491.39 | 1.03 | 8.25 | -1.28 | -- | 2.22 | -- | -- | -0.98 | -- | 87 | 1263 | -- | -- |
293.57 | 0.798 | 8.2 | -- | 2.16 | 1.72 | -- | -- | -0.927 | 5.7 | 88 | 1199 | -- | -- |
607.32 | 1.15 | 8.26 | -1.01 | -- | -- | -- | -- | -0.983 | -- | -- | -- | -- | -- |
352.76 | 0.879 | 8.2 | -- | 2.32 | -- | -- | -- | -0.92 | 5.14 | -- | -- | -- | -- |
531.82 | 1.07 | 8.23 | -- | -- | 2.1 | -- | -- | -0.879 | -- | 90 | 1266 | -- | -- |
634.25 | 1.18 | 8.23 | -- | -- | -- | -- | -- | -0.871 | -- | -- | -- | -- | -- |
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 | 242.08 | humidity | 90 | 720 | < th | dose dependent | rect. | 18 | 5 |
2 | 242.33 | humidity | 90 | 720 | < th | dose dependent | rect. | 18 | 3 |
8 | 244.51 | humidity | 60 | 720 | > th | dose dependent | rect. | 16 | 8 |
18 | 245.82 | humidity | 80 | 720 | < th | dose dependent | rect. | 18 | 14 |
21 | 246.42 | humidity | 70 | 720 | > th | dose independent | rect. | 15 | 10 |
26 | 247.05 | humidity | 90 | 720 | < th | dose dependent | rect. | 18 | 1 |
32 | 247.82 | humidity | 70 | 720 | > th | dose independent | sin | 11 | NA |
33 | 247.88 | temperature | 30 | 720 | > th | dose dependent | rect. | 18 | 1 |
53 | 248.21 | humidity | 70 | 720 | > th | dose independent | rect. | 19 | 8 |
64 | 248.87 | humidity | 70 | 720 | > th | dose independent | rect. | 15 | 18 |
125 | 251.14 | humidity | 70 | 720 | > th | dose dependent | rect. | 11 | 13 |
132 | 251.32 | humidity | 70 | 720 | < th | dose independent | rect. | 18 | 14 |
137 | 251.51 | humidity | 80 | 720 | < th | dose independent | rect. | 18 | 3 |
152 | 252.01 | wind | 1 | 270 | < th | dose independent | rect. | 4 | 1 |
153 | 252.14 | humidity | 70 | 720 | > th | dose dependent | rect. | 19 | 2 |
157 | 252.28 | humidity | 70 | 720 | < th | dose independent | sin | 12 | NA |
175 | 252.77 | humidity | 80 | 720 | > th | dose independent | rect. | 12 | 10 |
182 | 252.94 | humidity | 80 | 1440 | < th | dose dependent | rect. | 16 | 20 |
188 | 253.05 | humidity | 80 | 720 | < th | dose independent | rect. | 17 | 5 |
193 | 253.20 | humidity | 80 | 720 | > th | dose independent | rect. | 11 | 13 |
227 | 253.82 | wind | 1 | 270 | < th | dose dependent | rect. | 4 | 1 |
237 | 253.92 | temperature | 30 | 720 | > th | dose independent | rect. | 18 | 1 |
253 | 253.96 | temperature | 25 | 720 | > th | dose dependent | rect. | 20 | 1 |
256 | 254.09 | humidity | 90 | 720 | < th | dose dependent | sin | 14 | NA |
257 | 254.10 | humidity | 80 | 720 | > th | dose independent | rect. | 6 | 18 |
261 | 254.23 | humidity | 80 | 720 | > th | dose independent | rect. | 6 | 16 |
277 | 254.46 | humidity | 70 | 1440 | > th | dose independent | rect. | 18 | 19 |
322 | 255.41 | humidity | 70 | 1440 | < th | dose independent | rect. | 17 | 19 |
329 | 255.47 | humidity | 70 | 720 | > th | dose dependent | sin | 18 | NA |
333 | 255.51 | humidity | 70 | 720 | > th | dose dependent | rect. | 6 | 18 |
334 | 255.53 | humidity | 80 | 720 | > th | dose independent | sin | 18 | NA |
335 | 255.56 | humidity | 50 | 1440 | < th | dose independent | rect. | 16 | 1 |
350 | 255.79 | humidity | 50 | 1440 | < th | dose dependent | rect. | 16 | 1 |
377 | 256.16 | humidity | 80 | 1440 | < th | dose independent | rect. | 6 | 9 |
404 | 256.64 | humidity | 80 | 720 | < th | dose independent | rect. | 11 | 11 |
407 | 256.66 | humidity | 80 | 1440 | < th | dose dependent | rect. | 1 | 21 |
412 | 256.68 | humidity | 80 | 720 | < th | dose independent | rect. | 6 | 16 |
435 | 256.81 | humidity | 80 | 1440 | < th | dose dependent | no | NA | NA |
439 | 256.81 | humidity | 80 | 1440 | < th | dose dependent | rect. | 4 | 23 |
490 | 257.04 | humidity | 80 | 1440 | > th | dose independent | rect. | 6 | 9 |
510 | 257.27 | radiation | 20 | 1440 | > th | dose independent | rect. | 16 | 16 |
513 | 257.29 | humidity | 90 | 1440 | < th | dose dependent | rect. | 3 | 15 |
514 | 257.29 | humidity | 80 | 1440 | < th | dose dependent | rect. | 11 | 23 |
517 | 257.30 | humidity | 90 | 1440 | < th | dose dependent | sin | 2 | NA |
527 | 257.35 | humidity | 80 | 1440 | < th | dose dependent | rect. | 9 | 23 |
528 | 257.35 | humidity | 80 | 1440 | < th | dose dependent | rect. | 19 | 23 |
575 | 257.55 | temperature | 30 | 720 | < th | dose independent | rect. | 17 | 9 |
618 | 257.84 | humidity | 70 | 720 | < th | dose independent | rect. | 15 | 17 |
641 | 258.10 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 13 |
675 | 258.24 | humidity | 80 | 720 | < th | dose independent | rect. | 20 | 1 |
734 | 258.50 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 11 |
755 | 258.67 | humidity | 50 | 1440 | > th | dose dependent | rect. | 6 | 12 |
791 | 258.82 | radiation | 20 | 1440 | > th | dose dependent | rect. | 16 | 16 |
795 | 258.84 | humidity | 80 | 1440 | < th | dose dependent | sin | 22 | NA |
833 | 258.97 | humidity | 50 | 1440 | > th | dose dependent | sin | 1 | NA |
852 | 259.04 | radiation | 20 | 1440 | > th | dose independent | rect. | 16 | 18 |
996 | 259.68 | radiation | 20 | 1440 | > th | dose independent | sin | 12 | NA |