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Os04g0482600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Non-protein coding transcript, uncharacterized transcript.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31.28 | 0.263 | 3.03 | 0.168 | 0.19 | -0.19 | 0.167 | -0.455 | -0.0261 | 5.82 | 89.18 | 258 | -- | -- |
31.56 | 0.262 | 3.02 | 0.148 | 0.175 | -0.211 | -0.0549 | -- | -0.0312 | 5.66 | 90.88 | 228 | -- | -- |
31.32 | 0.261 | 3.03 | 0.165 | 0.186 | -0.183 | -- | -0.359 | -0.0264 | 5.68 | 89 | 254 | -- | -- |
31.57 | 0.262 | 3.02 | 0.148 | 0.175 | -0.215 | -- | -- | -0.0316 | 5.73 | 90.99 | 227 | -- | -- |
32.43 | 0.265 | 3.02 | 0.148 | -- | -0.0246 | -- | -0.365 | -0.000114 | -- | 87.8 | 210 | -- | -- |
32.33 | 0.267 | 3.02 | 0.128 | 0.0889 | -- | -0.182 | -- | 0.000292 | 5.47 | -- | -- | -- | -- |
32.37 | 0.266 | 3.02 | 0.128 | 0.0926 | -- | -- | -- | 0.00136 | 6.6 | -- | -- | -- | -- |
32.62 | 0.266 | 3.02 | 0.138 | -- | -0.0858 | -- | -- | -0.00863 | -- | 92 | 159 | -- | -- |
32.14 | 0.264 | 3.03 | -- | 0.171 | -0.194 | -- | -- | -0.0447 | 5.75 | 91 | 226 | -- | -- |
32.82 | 0.268 | 3.02 | 0.131 | -- | -- | -- | -- | 0.00324 | -- | -- | -- | -- | -- |
32.8 | 0.268 | 3.02 | -- | 0.0942 | -- | -- | -- | -0.0129 | 6.52 | -- | -- | -- | -- |
33.13 | 0.268 | 3.02 | -- | -- | -0.0722 | -- | -- | -0.0221 | -- | 92 | 156 | -- | -- |
33.27 | 0.269 | 3.02 | -- | -- | -- | -- | -- | -0.0112 | -- | -- | -- | -- | -- |
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 | 27.46 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
3 | 27.49 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
4 | 27.50 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
8 | 27.51 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 1 |
9 | 27.51 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 1 |
11 | 27.54 | wind | 9.0 | 30 | < th | dose independent | rect. | 2 | 1 |
12 | 27.54 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
15 | 27.54 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
18 | 27.54 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 1 |
19 | 27.54 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
21 | 27.54 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
26 | 27.54 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
27 | 27.54 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
28 | 27.54 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
31 | 27.54 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
36 | 27.54 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
40 | 27.57 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
42 | 27.58 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
44 | 27.61 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
49 | 27.73 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
63 | 28.10 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
98 | 28.25 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
106 | 29.49 | temperature | 25.0 | 270 | > th | dose independent | rect. | 1 | 1 |
114 | 29.89 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 3 | 23 |
118 | 29.98 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 3 |
129 | 30.23 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 1 | 1 |
134 | 30.28 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 24 | 5 |
159 | 30.50 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 1 | 1 |
162 | 30.54 | wind | 1.0 | 10 | < th | dose independent | rect. | 24 | 3 |
165 | 30.55 | humidity | 90.0 | 270 | < th | dose independent | rect. | 1 | 1 |
179 | 30.68 | humidity | 90.0 | 270 | < th | dose independent | rect. | 24 | 3 |
191 | 30.73 | radiation | 40.0 | 30 | < th | dose independent | rect. | 11 | 16 |
196 | 30.75 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
197 | 30.75 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
201 | 30.76 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 5 | 3 |
204 | 30.77 | wind | 1.0 | 10 | < th | dose independent | rect. | 14 | 13 |
209 | 30.80 | wind | 1.0 | 10 | < th | dose independent | rect. | 17 | 10 |
214 | 30.81 | temperature | 25.0 | 270 | < th | dose independent | rect. | 23 | 8 |
230 | 30.86 | radiation | 30.0 | 30 | < th | dose independent | rect. | 3 | 8 |
234 | 30.87 | wind | 3.0 | 30 | < th | dose dependent | rect. | 22 | 5 |
243 | 30.88 | radiation | 10.0 | 10 | < th | dose independent | rect. | 3 | 23 |
258 | 30.90 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 3 | 8 |
259 | 30.91 | humidity | 90.0 | 270 | > th | dose independent | rect. | 23 | 7 |
263 | 30.92 | temperature | 25.0 | 720 | > th | dose independent | rect. | 5 | 3 |
267 | 30.92 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
274 | 30.94 | humidity | 90.0 | 10 | < th | dose independent | rect. | 3 | 2 |
283 | 30.95 | wind | 7.0 | 30 | < th | dose dependent | rect. | 3 | 8 |
285 | 30.95 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
299 | 30.99 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 3 | 8 |
318 | 31.01 | humidity | 90.0 | 270 | > th | dose independent | rect. | 21 | 9 |
319 | 31.01 | wind | 1.0 | 10 | < th | dose independent | rect. | 7 | 20 |
321 | 31.01 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 3 | 8 |
338 | 31.04 | humidity | 90.0 | 270 | > th | dose independent | sin | 9 | NA |
355 | 31.05 | humidity | 90.0 | 270 | < th | dose independent | rect. | 20 | 16 |
356 | 31.05 | temperature | 15.0 | 90 | > th | dose independent | rect. | 5 | 22 |
358 | 31.05 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 24 | 5 |
361 | 31.05 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 21 |
362 | 31.05 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
368 | 31.06 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 23 | 3 |
374 | 31.07 | humidity | 90.0 | 270 | < th | dose independent | rect. | 22 | 14 |
388 | 31.08 | humidity | 90.0 | 270 | > th | dose independent | rect. | 3 | 1 |
389 | 31.08 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 1 |
397 | 31.08 | humidity | 90.0 | 10 | > th | dose independent | rect. | 3 | 11 |
409 | 31.08 | humidity | 90.0 | 270 | > th | dose independent | rect. | 13 | 17 |
412 | 31.08 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 3 | 1 |
421 | 31.09 | temperature | 25.0 | 30 | < th | dose independent | rect. | 4 | 1 |
423 | 31.09 | humidity | 90.0 | 10 | > th | dose independent | rect. | 3 | 7 |
443 | 31.09 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 3 | 8 |
444 | 31.09 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 14 |
445 | 31.10 | humidity | 90.0 | 270 | < th | dose independent | sin | 8 | NA |
455 | 31.10 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
462 | 31.10 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 13 | 17 |
466 | 31.11 | humidity | 60.0 | 30 | > th | dose independent | rect. | 3 | 8 |
479 | 31.11 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 18 | 12 |
488 | 31.12 | temperature | 25.0 | 270 | < th | dose independent | rect. | 3 | 1 |
490 | 31.12 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 3 |
493 | 31.12 | wind | 5.0 | 30 | < th | dose independent | rect. | 3 | 8 |
494 | 31.12 | temperature | 30.0 | 30 | < th | dose independent | rect. | 3 | 8 |
509 | 31.12 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 5 | 15 |
510 | 31.12 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 24 | 22 |
511 | 31.12 | wind | 9.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
517 | 31.13 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 8 |
522 | 31.13 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 8 |
524 | 31.13 | temperature | 10.0 | 30 | > th | dose independent | rect. | 11 | 16 |
525 | 31.13 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 11 | 16 |
526 | 31.13 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 11 | 16 |
528 | 31.13 | humidity | 90.0 | 270 | > th | dose independent | rect. | 24 | 22 |
539 | 31.13 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 11 | 16 |
576 | 31.15 | wind | 9.0 | 30 | < th | dose independent | rect. | 11 | 16 |
597 | 31.15 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 11 | 16 |
598 | 31.15 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 3 | 19 |
600 | 31.16 | wind | 5.0 | 10 | < th | dose independent | rect. | 4 | 1 |
609 | 31.16 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 5 | 14 |
612 | 31.16 | wind | 9.0 | 10 | < th | dose independent | rect. | 5 | 23 |
614 | 31.16 | humidity | 90.0 | 270 | > th | dose dependent | sin | 10 | NA |
616 | 31.16 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 12 | 1 |
621 | 31.16 | wind | 3.0 | 10 | < th | dose dependent | rect. | 14 | 13 |
624 | 31.16 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 5 | 17 |
626 | 31.16 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 1 | 18 |
642 | 31.17 | temperature | 15.0 | 90 | > th | dose independent | rect. | 7 | 20 |
646 | 31.17 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 3 | 23 |
647 | 31.17 | wind | 7.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
656 | 31.17 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 1 | 11 |
672 | 31.18 | temperature | 10.0 | 10 | > th | dose independent | rect. | 4 | 1 |
675 | 31.18 | humidity | 50.0 | 10 | > th | dose independent | rect. | 4 | 1 |
678 | 31.18 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 4 | 1 |
679 | 31.18 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 4 | 1 |
681 | 31.18 | radiation | 1.0 | 10 | < th | dose independent | rect. | 4 | 1 |
696 | 31.18 | temperature | 10.0 | 10 | > th | dose independent | rect. | 5 | 23 |
699 | 31.18 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
710 | 31.18 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 1 | 9 |
739 | 31.19 | wind | 7.0 | 90 | < th | dose independent | rect. | 5 | 14 |
742 | 31.19 | humidity | 90.0 | 10 | > th | dose independent | rect. | 3 | 19 |
749 | 31.19 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 4 | 1 |
768 | 31.19 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 3 | 17 |
771 | 31.20 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 4 | 1 |
774 | 31.20 | humidity | 90.0 | 10 | > th | dose independent | rect. | 3 | 5 |
780 | 31.20 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 8 |
798 | 31.20 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 4 | 1 |
805 | 31.20 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 3 | 7 |
812 | 31.20 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 8 |
834 | 31.21 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 3 | 1 |
838 | 31.21 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 24 | 2 |
852 | 31.21 | humidity | 90.0 | 270 | > th | dose independent | rect. | 23 | 15 |
853 | 31.21 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 5 | 15 |
864 | 31.21 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
888 | 31.22 | radiation | 30.0 | 10 | < th | dose independent | rect. | 12 | 1 |
911 | 31.22 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 8 |
929 | 31.22 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 19 |
936 | 31.23 | humidity | 90.0 | 10 | > th | dose independent | rect. | 3 | 3 |
955 | 31.23 | humidity | 90.0 | 270 | > th | dose independent | rect. | 23 | 13 |
974 | 31.23 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 24 | 1 |
976 | 31.23 | wind | 5.0 | 30 | < th | dose dependent | rect. | 3 | 6 |
996 | 31.23 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 16 |