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Os06g0298100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
185.87 | 0.641 | 7.59 | -3.34 | 0.874 | 3.97 | 2.04 | 11.5 | -1.37 | 0.831 | 0.3593 | 1462 | -- | -- |
234.82 | 0.714 | 7.58 | -2.44 | 0.566 | 1.45 | 2.46 | -- | -1.4 | 0.512 | 0.8527 | 1609 | -- | -- |
188.46 | 0.639 | 7.58 | -3.35 | 0.358 | 4.08 | -- | 12 | -1.35 | 0.793 | 0.3358 | 1520 | -- | -- |
248.64 | 0.734 | 7.4 | -2.54 | 0.519 | 1.37 | -- | -- | -1.24 | 22.2 | 1.778 | 1826 | -- | -- |
191.04 | 0.644 | 7.58 | -3.36 | -- | 4.41 | -- | 12.5 | -1.35 | -- | 0.3392 | 1541 | -- | -- |
242.25 | 0.73 | 7.45 | -2.61 | 1 | -- | 2.36 | -- | -1.36 | 0.488 | -- | -- | -- | -- |
265.96 | 0.764 | 7.45 | -2.7 | 1 | -- | -- | -- | -1.37 | 0.707 | -- | -- | -- | -- |
255.18 | 0.744 | 7.39 | -2.35 | -- | 2.09 | -- | -- | -1.17 | -- | 1.184 | 1694 | -- | -- |
380.52 | 0.909 | 7.42 | -- | 0.161 | 2.46 | -- | -- | -1.12 | 22 | 2.244e-07 | 3102 | -- | -- |
328.66 | 0.847 | 7.43 | -2.66 | -- | -- | -- | -- | -1.35 | -- | -- | -- | -- | -- |
457.83 | 1 | 7.38 | -- | 0.96 | -- | -- | -- | -1.07 | 0.576 | -- | -- | -- | -- |
377.53 | 0.905 | 7.42 | -- | -- | 3.18 | -- | -- | -0.912 | -- | 0.0001281 | 3098 | -- | -- |
515.61 | 1.06 | 7.37 | -- | -- | -- | -- | -- | -1.06 | -- | -- | -- | -- | -- |
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 | 182.25 | wind | 1 | 43200 | < th | dose dependent | rect. | 20 | 9 |
5 | 184.04 | temperature | 25 | 14400 | > th | dose independent | rect. | 10 | 1 |
7 | 184.35 | temperature | 25 | 14400 | < th | dose independent | rect. | 10 | 1 |
10 | 184.61 | humidity | 90 | 43200 | > th | dose dependent | rect. | 23 | 1 |
17 | 185.04 | wind | 1 | 43200 | < th | dose dependent | rect. | 23 | 5 |
21 | 185.20 | temperature | 25 | 14400 | < th | dose independent | rect. | 7 | 6 |
28 | 185.44 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 1 |
37 | 185.69 | temperature | 20 | 14400 | > th | dose independent | rect. | 5 | 1 |
40 | 185.76 | temperature | 20 | 14400 | < th | dose independent | rect. | 5 | 1 |
48 | 185.88 | temperature | 20 | 14400 | > th | dose independent | rect. | 24 | 1 |
57 | 186.09 | temperature | 20 | 14400 | > th | dose dependent | rect. | 5 | 1 |
58 | 186.15 | temperature | 20 | 14400 | < th | dose independent | rect. | 24 | 1 |
60 | 186.18 | radiation | 10 | 43200 | < th | dose independent | rect. | 18 | 13 |
63 | 186.22 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 3 |
70 | 186.29 | temperature | 30 | 14400 | > th | dose independent | rect. | 15 | 1 |
71 | 186.32 | radiation | 1 | 43200 | < th | dose independent | rect. | 9 | 2 |
77 | 186.44 | radiation | 10 | 43200 | < th | dose independent | rect. | 24 | 7 |
79 | 186.45 | radiation | 10 | 43200 | < th | dose independent | rect. | 4 | 3 |
88 | 186.48 | radiation | 1 | 43200 | > th | dose independent | rect. | 9 | 2 |
92 | 186.53 | radiation | 40 | 43200 | < th | dose independent | rect. | 16 | 16 |
103 | 186.67 | radiation | 40 | 43200 | < th | dose independent | rect. | 6 | 2 |
107 | 186.73 | radiation | 40 | 43200 | < th | dose independent | rect. | 23 | 9 |
113 | 186.79 | radiation | 40 | 43200 | < th | dose independent | rect. | 3 | 5 |
115 | 186.80 | radiation | 1 | 43200 | < th | dose dependent | rect. | 9 | 3 |
126 | 186.84 | temperature | 20 | 14400 | > th | dose dependent | rect. | 2 | 1 |
127 | 186.85 | radiation | 1 | 43200 | > th | dose independent | rect. | 8 | 4 |
128 | 186.85 | temperature | 20 | 14400 | < th | dose independent | rect. | 21 | 9 |
131 | 186.87 | radiation | 1 | 43200 | < th | dose independent | rect. | 8 | 4 |
133 | 186.87 | radiation | 1 | 43200 | < th | dose dependent | rect. | 10 | 1 |
136 | 186.89 | temperature | 20 | 14400 | > th | dose independent | rect. | 21 | 9 |
143 | 186.93 | wind | 1 | 14400 | < th | dose dependent | rect. | 4 | 2 |
144 | 186.94 | temperature | 20 | 14400 | > th | dose independent | rect. | 24 | 6 |
145 | 186.94 | temperature | 25 | 14400 | > th | dose dependent | rect. | 13 | 1 |
148 | 186.95 | temperature | 20 | 14400 | < th | dose independent | rect. | 24 | 6 |
164 | 186.99 | temperature | 25 | 14400 | > th | dose dependent | rect. | 17 | 1 |
170 | 187.01 | radiation | 30 | 43200 | > th | dose dependent | rect. | 7 | 1 |
188 | 187.02 | wind | 1 | 43200 | < th | dose dependent | sin | 12 | NA |
201 | 187.07 | humidity | 90 | 43200 | > th | dose independent | rect. | 23 | 1 |
205 | 187.08 | temperature | 25 | 14400 | > th | dose dependent | rect. | 12 | 6 |
244 | 187.23 | radiation | 10 | 43200 | < th | dose independent | rect. | 17 | 1 |
351 | 187.56 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 6 |
356 | 187.58 | radiation | 10 | 43200 | < th | dose independent | rect. | 17 | 4 |
370 | 187.61 | radiation | 10 | 43200 | < th | dose independent | rect. | 17 | 8 |
373 | 187.61 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 10 |
374 | 187.61 | radiation | 10 | 43200 | < th | dose independent | rect. | 17 | 11 |
386 | 187.63 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 13 |
409 | 187.70 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 2 |
438 | 187.78 | humidity | 90 | 43200 | > th | dose dependent | rect. | 14 | 13 |
444 | 187.81 | temperature | 25 | 14400 | > th | dose independent | rect. | 7 | 12 |
447 | 187.82 | temperature | 20 | 14400 | > th | dose dependent | sin | 9 | NA |
449 | 187.83 | temperature | 25 | 14400 | > th | dose independent | sin | 1 | NA |
472 | 187.89 | temperature | 25 | 14400 | < th | dose independent | rect. | 7 | 12 |
473 | 187.89 | temperature | 20 | 14400 | > th | dose dependent | rect. | 22 | 1 |
482 | 187.91 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 7 |
502 | 187.94 | temperature | 25 | 14400 | < th | dose independent | rect. | 18 | 1 |
543 | 188.04 | temperature | 25 | 14400 | < th | dose independent | sin | 1 | NA |
585 | 188.13 | humidity | 90 | 43200 | > th | dose dependent | rect. | 17 | 10 |
609 | 188.18 | temperature | 20 | 14400 | < th | dose independent | sin | 11 | NA |
617 | 188.19 | radiation | 1 | 43200 | > th | dose dependent | rect. | 4 | 2 |
647 | 188.25 | temperature | 20 | 14400 | > th | dose independent | sin | 11 | NA |
693 | 188.31 | temperature | 25 | 14400 | > th | dose independent | rect. | 18 | 1 |
698 | 188.31 | humidity | 90 | 43200 | > th | dose independent | rect. | 14 | 14 |
701 | 188.31 | radiation | 1 | 43200 | < th | dose dependent | rect. | 6 | 5 |
714 | 188.34 | humidity | 90 | 43200 | > th | dose independent | rect. | 21 | 3 |
761 | 188.40 | temperature | 15 | 43200 | < th | dose dependent | rect. | 23 | 1 |
781 | 188.43 | temperature | 25 | 14400 | > th | dose dependent | sin | 19 | NA |
897 | 188.58 | temperature | 15 | 43200 | < th | dose dependent | rect. | 23 | 3 |
925 | 188.62 | temperature | 20 | 14400 | < th | dose dependent | rect. | 21 | 4 |
957 | 188.67 | temperature | 15 | 43200 | < th | dose dependent | rect. | 1 | 1 |
970 | 188.69 | humidity | 80 | 43200 | > th | dose independent | rect. | 12 | 1 |