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Os01g0389700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF679 family 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 = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
510.66 | 1.06 | 4.67 | -0.571 | 3.77 | -2.88 | -0.397 | -1.72 | 0.0735 | 15.5 | 25 | 82 | 2.17 | -- |
511.35 | 1.05 | 4.65 | -0.432 | 3.76 | -2.98 | -0.472 | -- | 0.121 | 15.5 | 25 | 78 | 2.22 | -- |
511.12 | 1.05 | 4.67 | -0.594 | 3.77 | -2.87 | -- | -1.87 | 0.0678 | 15.5 | 25 | 82 | 2.19 | -- |
511.97 | 1.05 | 4.66 | -0.441 | 3.76 | -2.98 | -- | -- | 0.113 | 15.5 | 25 | 83 | 2.3 | -- |
605.24 | 1.15 | 4.65 | -0.494 | -- | -3.94 | -- | 0.427 | 0.0542 | -- | -6.927 | 86 | 2.81 | -- |
620.71 | 1.17 | 4.73 | -0.712 | 3.53 | -- | -0.597 | -- | -0.15 | 15.9 | -- | -- | -- | -- |
621.71 | 1.17 | 4.73 | -0.72 | 3.53 | -- | -- | -- | -0.154 | 16 | -- | -- | -- | -- |
605.18 | 1.15 | 4.65 | -0.525 | -- | -3.94 | -- | -- | 0.0459 | -- | -6.307 | 75 | 2.71 | -- |
516.96 | 1.06 | 4.65 | -- | 3.78 | -3.07 | -- | -- | 0.168 | 15.5 | 25 | 82 | 2.3 | -- |
1304.4 | 1.69 | 4.71 | -0.864 | -- | -- | -- | -- | -0.248 | -- | -- | -- | -- | -- |
635.36 | 1.18 | 4.71 | -- | 3.55 | -- | -- | -- | -0.0735 | 16 | -- | -- | -- | -- |
612.07 | 1.15 | 4.63 | -- | -- | -4.01 | -- | -- | 0.129 | -- | -2.757 | 70 | 2.68 | -- |
1324.11 | 1.7 | 4.69 | -- | -- | -- | -- | -- | -0.152 | -- | -- | -- | -- | -- |
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 | 500.58 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 3 | 8 |
12 | 509.95 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 19 | 17 |
16 | 511.57 | temperature | 25.0 | 90 | > th | dose dependent | sin | 8 | NA |
21 | 512.99 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 5 | 7 |
23 | 513.59 | wind | 5.0 | 270 | < th | dose independent | rect. | 16 | 6 |
27 | 514.16 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 7 | 2 |
30 | 514.56 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 16 |
32 | 514.86 | temperature | 25.0 | 10 | > th | dose independent | rect. | 7 | 5 |
34 | 515.63 | temperature | 25.0 | 90 | > th | dose independent | rect. | 18 | 18 |
39 | 516.99 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 7 | 16 |
60 | 520.38 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 7 | 5 |
81 | 522.80 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 16 |
84 | 523.11 | radiation | 1.0 | 270 | < th | dose independent | rect. | 21 | 21 |
91 | 523.52 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 21 | 21 |
96 | 523.79 | temperature | 25.0 | 270 | > th | dose independent | rect. | 6 | 4 |
107 | 524.43 | wind | 9.0 | 270 | < th | dose dependent | rect. | 16 | 6 |
126 | 526.14 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 18 |
154 | 528.65 | wind | 5.0 | 30 | < th | dose independent | rect. | 18 | 7 |
174 | 529.77 | temperature | 30.0 | 30 | < th | dose independent | rect. | 1 | 17 |
191 | 530.49 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 19 | 7 |
199 | 530.72 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 16 |
200 | 530.72 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 16 |
201 | 530.72 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 17 |
243 | 532.89 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 7 | 16 |
245 | 532.97 | wind | 7.0 | 270 | < th | dose dependent | rect. | 17 | 4 |
250 | 533.07 | temperature | 25.0 | 10 | > th | dose independent | rect. | 7 | 17 |
263 | 533.53 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 3 |
287 | 534.51 | wind | 1.0 | 30 | > th | dose independent | rect. | 18 | 7 |
291 | 534.55 | temperature | 25.0 | 90 | > th | dose independent | rect. | 7 | 16 |
340 | 536.01 | humidity | 60.0 | 10 | > th | dose independent | rect. | 18 | 7 |
349 | 536.11 | radiation | 1.0 | 270 | < th | dose independent | rect. | 21 | 12 |
352 | 536.15 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 18 | 7 |
371 | 536.49 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 7 |
372 | 536.49 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 7 |
390 | 536.96 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 21 | 11 |
391 | 536.99 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 17 | 9 |
401 | 537.24 | radiation | 1.0 | 30 | < th | dose independent | rect. | 18 | 7 |
453 | 538.36 | wind | 9.0 | 270 | < th | dose independent | rect. | 23 | 17 |
454 | 538.36 | temperature | 25.0 | 90 | < th | dose independent | rect. | 23 | 20 |
469 | 538.73 | wind | 1.0 | 270 | > th | dose independent | rect. | 9 | 8 |
474 | 538.82 | wind | 9.0 | 30 | < th | dose independent | rect. | 1 | 17 |
477 | 538.90 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 17 |
478 | 538.93 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 8 |
505 | 539.39 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 18 | 7 |
507 | 539.39 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 18 | 7 |
521 | 539.58 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 17 |
522 | 539.61 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 18 | 7 |
523 | 539.63 | wind | 1.0 | 270 | > th | dose independent | rect. | 16 | 7 |
529 | 539.69 | temperature | 10.0 | 30 | > th | dose independent | rect. | 18 | 7 |
531 | 539.69 | radiation | 20.0 | 30 | < th | dose independent | rect. | 18 | 7 |
534 | 539.69 | temperature | 10.0 | 30 | > th | dose independent | rect. | 1 | 17 |
536 | 539.69 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 1 | 17 |
546 | 539.78 | radiation | 40.0 | 4320 | < th | dose dependent | rect. | 19 | 10 |
547 | 539.81 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 7 |
548 | 539.81 | radiation | 40.0 | 270 | < th | dose independent | rect. | 16 | 7 |
549 | 539.81 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 17 |
567 | 540.03 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 8 |
568 | 540.03 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 8 |
569 | 540.03 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 16 |
644 | 541.23 | radiation | 1.0 | 270 | > th | dose independent | rect. | 17 | 17 |
669 | 541.52 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 5 | 19 |
673 | 541.55 | radiation | 1.0 | 270 | > th | dose independent | sin | 10 | NA |
684 | 541.63 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 8 |
686 | 541.63 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 8 |
687 | 541.65 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 8 |
688 | 541.65 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 8 |
704 | 541.85 | temperature | 30.0 | 10 | < th | dose independent | rect. | 18 | 7 |
733 | 542.09 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 18 |
756 | 542.29 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 1 | 17 |
778 | 542.45 | wind | 5.0 | 90 | < th | dose independent | sin | 16 | NA |
790 | 542.57 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 19 | 7 |
825 | 543.00 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 16 |
829 | 543.05 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 17 |
831 | 543.05 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 17 |
838 | 543.15 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 16 | 7 |
839 | 543.17 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 1 | 17 |
840 | 543.17 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 1 | 17 |
852 | 543.28 | temperature | 25.0 | 90 | < th | dose independent | rect. | 23 | 22 |
901 | 543.61 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 19 | 7 |
904 | 543.61 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 19 | 7 |
908 | 543.61 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 19 | 7 |
910 | 543.61 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 19 | 7 |
911 | 543.61 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 19 | 7 |
931 | 543.61 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 16 |
932 | 543.61 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 17 |
981 | 544.03 | radiation | 40.0 | 270 | < th | dose independent | rect. | 17 | 16 |