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Os05g0489600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to ADP-ribosylation factor 1.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18.43 | 0.202 | 15.4 | 0.119 | 0.902 | -0.391 | -0.013 | 0.648 | 0.409 | 4.75 | 27.6 | 2763 | -- | -- |
18.53 | 0.2 | 15.4 | 0.23 | 0.919 | -0.497 | -0.0409 | -- | 0.435 | 4.7 | 23.76 | 3142 | -- | -- |
18.43 | 0.2 | 15.4 | 0.118 | 0.903 | -0.391 | -- | 0.652 | 0.41 | 4.75 | 27.6 | 2780 | -- | -- |
18.54 | 0.201 | 15.4 | 0.23 | 0.919 | -0.498 | -- | -- | 0.435 | 4.69 | 23.74 | 3141 | -- | -- |
60.75 | 0.363 | 15.4 | 0.128 | -- | -0.578 | -- | 0.448 | 0.398 | -- | 26.65 | 2660 | -- | -- |
22.33 | 0.222 | 15.3 | 0.455 | 0.929 | -- | -0.0763 | -- | 0.557 | 4.68 | -- | -- | -- | -- |
22.34 | 0.221 | 15.3 | 0.455 | 0.928 | -- | -- | -- | 0.558 | 4.67 | -- | -- | -- | -- |
60.9 | 0.363 | 15.4 | 0.225 | -- | -0.633 | -- | -- | 0.416 | -- | 26.3 | 2675 | -- | -- |
18.59 | 0.201 | 15.4 | -- | 0.938 | -0.533 | -- | -- | 0.4 | 4.72 | 19.4 | 28814 | -- | -- |
68.12 | 0.386 | 15.4 | 0.491 | -- | -- | -- | -- | 0.582 | -- | -- | -- | -- | -- |
27.81 | 0.247 | 15.4 | -- | 0.937 | -- | -- | -- | 0.507 | 4.66 | -- | -- | -- | -- |
61.96 | 0.367 | 15.4 | -- | -- | -0.752 | -- | -- | 0.368 | -- | 25.8 | 2693 | -- | -- |
74.47 | 0.403 | 15.4 | -- | -- | -- | -- | -- | 0.528 | -- | -- | -- | -- | -- |
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 | 17.50 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 1 |
2 | 17.56 | radiation | 1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
6 | 17.68 | humidity | 90 | 43200 | > th | dose dependent | rect. | 13 | 1 |
7 | 17.72 | temperature | 10 | 720 | > th | dose dependent | rect. | 18 | 10 |
8 | 17.73 | wind | 5 | 43200 | < th | dose independent | rect. | 12 | 3 |
9 | 17.74 | humidity | 70 | 43200 | < th | dose dependent | rect. | 22 | 13 |
12 | 17.75 | radiation | 1 | 43200 | < th | dose dependent | rect. | 19 | 10 |
13 | 17.76 | wind | 5 | 43200 | > th | dose independent | rect. | 12 | 3 |
17 | 17.76 | humidity | 70 | 43200 | < th | dose dependent | rect. | 24 | 11 |
24 | 17.77 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 11 |
25 | 17.77 | humidity | 70 | 43200 | < th | dose dependent | rect. | 8 | 3 |
30 | 17.78 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 7 |
35 | 17.78 | humidity | 70 | 43200 | < th | dose dependent | rect. | 2 | 9 |
36 | 17.78 | temperature | 25 | 720 | < th | dose dependent | rect. | 16 | 10 |
41 | 17.79 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 1 |
48 | 17.79 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 1 |
52 | 17.79 | humidity | 70 | 43200 | < th | dose dependent | rect. | 4 | 7 |
66 | 17.80 | temperature | 10 | 720 | > th | dose dependent | rect. | 17 | 13 |
67 | 17.81 | wind | 3 | 43200 | > th | dose dependent | rect. | 13 | 2 |
76 | 17.84 | humidity | 60 | 43200 | > th | dose independent | rect. | 20 | 16 |
79 | 17.84 | wind | 9 | 43200 | < th | dose dependent | rect. | 13 | 1 |
95 | 17.88 | humidity | 60 | 43200 | > th | dose independent | rect. | 24 | 12 |
97 | 17.88 | temperature | 25 | 720 | < th | dose dependent | sin | 15 | NA |
101 | 17.88 | wind | 3 | 43200 | > th | dose dependent | rect. | 10 | 7 |
102 | 17.89 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 1 |
122 | 17.91 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 11 |
131 | 17.92 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 1 |
132 | 17.92 | radiation | 30 | 43200 | < th | dose independent | rect. | 9 | 1 |
156 | 17.93 | humidity | 60 | 43200 | < th | dose independent | rect. | 19 | 18 |
173 | 17.95 | wind | 1 | 43200 | < th | dose dependent | rect. | 6 | 1 |
181 | 17.96 | humidity | 60 | 43200 | < th | dose independent | sin | 8 | NA |
182 | 17.96 | humidity | 90 | 14400 | < th | dose independent | rect. | 24 | 1 |
221 | 17.99 | humidity | 50 | 43200 | > th | dose independent | rect. | 15 | 1 |
227 | 17.99 | humidity | 60 | 43200 | < th | dose independent | rect. | 24 | 13 |
237 | 17.99 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 13 |
249 | 18.00 | radiation | 10 | 43200 | > th | dose dependent | rect. | 9 | 1 |
263 | 18.01 | radiation | 20 | 43200 | > th | dose independent | rect. | 6 | 4 |
291 | 18.02 | humidity | 60 | 43200 | > th | dose independent | sin | 8 | NA |
309 | 18.02 | radiation | 1 | 14400 | < th | dose dependent | rect. | 6 | 1 |
311 | 18.02 | wind | 3 | 43200 | < th | dose dependent | rect. | 19 | 3 |
319 | 18.02 | humidity | 60 | 43200 | < th | dose dependent | rect. | 21 | 19 |
323 | 18.03 | wind | 1 | 43200 | > th | dose independent | rect. | 24 | 1 |
346 | 18.03 | humidity | 60 | 43200 | < th | dose dependent | sin | 3 | NA |
362 | 18.03 | humidity | 60 | 43200 | < th | dose dependent | rect. | 6 | 10 |
393 | 18.04 | humidity | 70 | 43200 | < th | dose dependent | sin | 8 | NA |
394 | 18.04 | humidity | 60 | 43200 | < th | dose dependent | sin | 10 | NA |
404 | 18.04 | humidity | 60 | 43200 | < th | dose dependent | rect. | 8 | 8 |
426 | 18.05 | humidity | 70 | 43200 | < th | dose independent | rect. | 5 | 5 |
447 | 18.05 | radiation | 40 | 43200 | > th | dose dependent | rect. | 12 | 1 |
471 | 18.05 | humidity | 60 | 43200 | < th | dose dependent | rect. | 16 | 22 |
473 | 18.06 | wind | 1 | 43200 | < th | dose independent | rect. | 24 | 1 |
474 | 18.06 | humidity | 60 | 43200 | > th | dose independent | rect. | 11 | 1 |
522 | 18.07 | wind | 5 | 43200 | < th | dose independent | sin | 20 | NA |
524 | 18.07 | temperature | 15 | 43200 | < th | dose independent | rect. | 5 | 1 |
526 | 18.07 | wind | 1 | 43200 | < th | dose independent | rect. | 23 | 3 |
527 | 18.07 | humidity | 70 | 43200 | < th | dose independent | rect. | 7 | 3 |
578 | 18.08 | radiation | 20 | 43200 | < th | dose independent | sin | 7 | NA |
581 | 18.08 | temperature | 15 | 43200 | < th | dose independent | rect. | 10 | 1 |
582 | 18.08 | radiation | 10 | 43200 | < th | dose independent | rect. | 12 | 2 |
606 | 18.08 | humidity | 60 | 43200 | < th | dose dependent | no | NA | NA |
613 | 18.08 | wind | 1 | 43200 | < th | dose dependent | rect. | 21 | 5 |
626 | 18.08 | humidity | 60 | 43200 | < th | dose dependent | rect. | 4 | 18 |
628 | 18.08 | humidity | 60 | 43200 | < th | dose dependent | rect. | 2 | 19 |
661 | 18.08 | humidity | 60 | 43200 | < th | dose dependent | rect. | 11 | 23 |
667 | 18.09 | wind | 5 | 43200 | > th | dose independent | sin | 20 | NA |
671 | 18.09 | wind | 7 | 43200 | < th | dose independent | rect. | 10 | 2 |
694 | 18.09 | humidity | 50 | 43200 | > th | dose independent | rect. | 14 | 19 |
698 | 18.09 | wind | 3 | 43200 | > th | dose dependent | sin | 21 | NA |
714 | 18.09 | wind | 1 | 43200 | < th | dose dependent | rect. | 19 | 7 |
722 | 18.09 | humidity | 60 | 43200 | < th | dose dependent | rect. | 6 | 15 |
764 | 18.10 | temperature | 15 | 43200 | > th | dose independent | rect. | 10 | 1 |
834 | 18.11 | wind | 7 | 43200 | > th | dose independent | rect. | 10 | 2 |
838 | 18.11 | temperature | 15 | 43200 | < th | dose independent | rect. | 2 | 5 |
901 | 18.11 | wind | 9 | 43200 | < th | dose dependent | rect. | 9 | 12 |
917 | 18.12 | temperature | 15 | 43200 | < th | dose independent | rect. | 2 | 2 |
920 | 18.12 | temperature | 20 | 1440 | < th | dose independent | rect. | 4 | 3 |
937 | 18.12 | temperature | 15 | 43200 | < th | dose independent | rect. | 22 | 9 |
942 | 18.12 | temperature | 15 | 43200 | < th | dose independent | rect. | 1 | 10 |
973 | 18.12 | temperature | 15 | 43200 | < th | dose dependent | rect. | 2 | 1 |
975 | 18.12 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 1 |