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Os01g0327400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Peroxidase (Fragment).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
127.46 | 0.53 | 11.8 | -0.581 | 1.45 | -1.15 | -0.361 | -2.58 | 0.457 | 1.7 | 21 | 12 | -- | -- |
129.79 | 0.531 | 11.7 | -0.176 | 1.41 | -1.32 | 0.259 | -- | 0.573 | 1.53 | 23 | 22 | -- | -- |
127.69 | 0.526 | 11.8 | -0.49 | 1.44 | -1.17 | -- | -2.09 | 0.48 | 1.69 | 21.53 | 12 | -- | -- |
130.08 | 0.531 | 11.7 | -0.151 | 1.4 | -1.36 | -- | -- | 0.569 | 1.55 | 23.1 | 21 | -- | -- |
210.6 | 0.676 | 11.7 | -0.11 | -- | -2.61 | -- | -1.08 | 0.749 | -- | 23.1 | 8 | -- | -- |
157.12 | 0.588 | 11.8 | -0.388 | 1.92 | -- | 0.658 | -- | 0.371 | 1.92 | -- | -- | -- | -- |
158.79 | 0.59 | 11.8 | -0.409 | 1.92 | -- | -- | -- | 0.367 | 1.92 | -- | -- | -- | -- |
210.19 | 0.675 | 11.7 | 0.116 | -- | -2.63 | -- | -- | 0.767 | -- | 23.17 | 8 | -- | -- |
130.42 | 0.532 | 11.7 | -- | 1.42 | -1.34 | -- | -- | 0.579 | 1.31 | 23.1 | 83 | -- | -- |
380.6 | 0.912 | 11.8 | -0.329 | -- | -- | -- | -- | 0.411 | -- | -- | -- | -- | -- |
163.19 | 0.598 | 11.8 | -- | 1.91 | -- | -- | -- | 0.412 | 1.91 | -- | -- | -- | -- |
210.48 | 0.676 | 11.7 | -- | -- | -2.6 | -- | -- | 0.752 | -- | 23.2 | 13 | -- | -- |
383.46 | 0.914 | 11.7 | -- | -- | -- | -- | -- | 0.448 | -- | -- | -- | -- | -- |
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 | 124.29 | temperature | 30 | 90 | < th | dose dependent | rect. | 1 | 22 |
3 | 125.96 | temperature | 20 | 10 | > th | dose dependent | rect. | 21 | 23 |
5 | 126.39 | temperature | 10 | 10 | > th | dose dependent | rect. | 21 | 23 |
8 | 126.56 | temperature | 30 | 10 | < th | dose dependent | rect. | 2 | 21 |
9 | 126.57 | temperature | 30 | 90 | < th | dose dependent | rect. | 3 | 19 |
11 | 126.59 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 21 |
39 | 128.00 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 23 |
41 | 128.04 | temperature | 20 | 10 | > th | dose dependent | no | NA | NA |
46 | 128.23 | temperature | 10 | 270 | > th | dose dependent | rect. | 19 | 23 |
48 | 128.32 | temperature | 30 | 270 | < th | dose independent | rect. | 24 | 21 |
49 | 128.33 | temperature | 30 | 10 | < th | dose dependent | rect. | 12 | 11 |
57 | 128.55 | temperature | 20 | 30 | > th | dose dependent | rect. | 5 | 23 |
70 | 128.90 | temperature | 20 | 10 | > th | dose dependent | rect. | 3 | 23 |
76 | 129.09 | temperature | 20 | 10 | > th | dose dependent | rect. | 7 | 23 |
79 | 129.20 | temperature | 10 | 10 | > th | dose dependent | no | NA | NA |
87 | 129.38 | temperature | 30 | 270 | < th | dose independent | rect. | 1 | 19 |
93 | 129.47 | temperature | 20 | 10 | > th | dose dependent | rect. | 13 | 23 |
100 | 129.54 | temperature | 20 | 10 | > th | dose dependent | rect. | 17 | 23 |
113 | 129.83 | temperature | 20 | 10 | > th | dose dependent | rect. | 1 | 23 |
173 | 130.76 | temperature | 20 | 90 | > th | dose dependent | rect. | 9 | 18 |
186 | 130.91 | temperature | 20 | 10 | > th | dose dependent | sin | 20 | NA |
199 | 131.15 | temperature | 30 | 90 | < th | dose dependent | rect. | 11 | 23 |
212 | 131.27 | temperature | 20 | 10 | > th | dose dependent | rect. | 11 | 23 |
239 | 131.54 | temperature | 30 | 10 | < th | dose dependent | rect. | 13 | 23 |
245 | 131.60 | temperature | 30 | 270 | < th | dose independent | rect. | 11 | 9 |
246 | 131.60 | temperature | 30 | 10 | < th | dose dependent | rect. | 10 | 13 |
263 | 131.75 | wind | 9 | 43200 | > th | dose independent | rect. | 16 | 5 |
282 | 131.94 | temperature | 30 | 270 | < th | dose independent | rect. | 13 | 7 |
290 | 132.02 | temperature | 30 | 10 | < th | dose dependent | rect. | 15 | 23 |
293 | 132.05 | humidity | 50 | 90 | > th | dose dependent | rect. | 11 | 11 |
300 | 132.11 | temperature | 30 | 10 | < th | dose dependent | no | NA | NA |
310 | 132.16 | temperature | 30 | 10 | < th | dose dependent | rect. | 11 | 23 |
323 | 132.21 | temperature | 30 | 10 | < th | dose dependent | rect. | 17 | 23 |
331 | 132.26 | wind | 3 | 4320 | > th | dose dependent | rect. | 20 | 2 |
340 | 132.28 | temperature | 30 | 10 | < th | dose dependent | rect. | 8 | 15 |
350 | 132.31 | temperature | 30 | 10 | < th | dose dependent | rect. | 3 | 23 |
395 | 132.50 | wind | 9 | 4320 | > th | dose independent | rect. | 17 | 4 |
410 | 132.58 | temperature | 20 | 10 | > th | dose dependent | rect. | 15 | 23 |
425 | 132.64 | temperature | 30 | 10 | < th | dose dependent | rect. | 9 | 23 |
426 | 132.65 | wind | 5 | 4320 | < th | dose independent | rect. | 20 | 2 |
448 | 132.74 | wind | 5 | 4320 | > th | dose independent | rect. | 20 | 2 |
472 | 132.80 | wind | 7 | 43200 | > th | dose independent | rect. | 17 | 1 |
478 | 132.81 | wind | 7 | 43200 | > th | dose dependent | rect. | 17 | 1 |
482 | 132.82 | temperature | 30 | 10 | < th | dose dependent | rect. | 19 | 23 |
494 | 132.87 | wind | 9 | 43200 | < th | dose independent | rect. | 16 | 5 |
521 | 132.98 | wind | 7 | 4320 | > th | dose dependent | rect. | 17 | 4 |
541 | 133.05 | wind | 3 | 4320 | > th | dose dependent | rect. | 20 | 5 |
545 | 133.06 | wind | 9 | 4320 | < th | dose independent | rect. | 17 | 4 |
557 | 133.09 | temperature | 25 | 720 | > th | dose dependent | rect. | 13 | 21 |
587 | 133.18 | temperature | 20 | 4320 | > th | dose dependent | rect. | 24 | 1 |
596 | 133.20 | humidity | 60 | 10 | > th | dose dependent | rect. | 11 | 12 |
609 | 133.23 | temperature | 30 | 10 | < th | dose dependent | sin | 21 | NA |
612 | 133.24 | temperature | 25 | 4320 | > th | dose independent | rect. | 19 | 9 |
618 | 133.25 | temperature | 30 | 10 | < th | dose dependent | rect. | 7 | 23 |
639 | 133.31 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 2 |
669 | 133.42 | temperature | 20 | 4320 | > th | dose dependent | rect. | 20 | 1 |
672 | 133.44 | wind | 9 | 43200 | > th | dose dependent | rect. | 16 | 5 |
682 | 133.48 | temperature | 25 | 4320 | > th | dose independent | rect. | 19 | 13 |
683 | 133.48 | temperature | 25 | 4320 | < th | dose independent | rect. | 19 | 14 |
734 | 133.60 | temperature | 25 | 4320 | > th | dose independent | sin | 11 | NA |
740 | 133.61 | temperature | 20 | 4320 | > th | dose dependent | rect. | 17 | 9 |
760 | 133.66 | temperature | 25 | 4320 | < th | dose independent | rect. | 19 | 10 |
761 | 133.66 | radiation | 1 | 43200 | < th | dose dependent | rect. | 24 | 4 |
767 | 133.69 | temperature | 25 | 4320 | < th | dose independent | sin | 10 | NA |
774 | 133.70 | wind | 9 | 4320 | > th | dose independent | rect. | 17 | 7 |
793 | 133.71 | temperature | 25 | 4320 | < th | dose independent | rect. | 19 | 19 |
811 | 133.74 | temperature | 25 | 4320 | < th | dose independent | rect. | 19 | 16 |
836 | 133.78 | temperature | 25 | 4320 | > th | dose independent | rect. | 19 | 18 |
842 | 133.79 | wind | 7 | 43200 | < th | dose independent | rect. | 17 | 1 |
848 | 133.80 | temperature | 20 | 4320 | > th | dose dependent | rect. | 17 | 5 |
872 | 133.84 | temperature | 10 | 1440 | > th | dose dependent | rect. | 17 | 2 |
893 | 133.88 | temperature | 25 | 4320 | < th | dose independent | rect. | 19 | 7 |
903 | 133.89 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 13 |