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Os01g0369200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Cullin-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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
228.01 | 0.709 | 6.49 | 6.74 | 1.05 | -0.376 | 1.65 | -4.93 | 1.25 | 15.2 | 23.43 | 3898 | -- | -- |
242.95 | 0.726 | 6.66 | 6.06 | 1.03 | 1.27 | 1.43 | -- | 0.993 | 15.3 | 16.9 | 3546 | -- | -- |
234.36 | 0.713 | 6.5 | 6.71 | 1.05 | -0.261 | -- | -4.78 | 1.25 | 15.4 | 22.91 | 3274 | -- | -- |
242.58 | 0.725 | 6.65 | 6.25 | 1.15 | 0.822 | -- | -- | 1.08 | 15.5 | 14.71 | 17707 | -- | -- |
296.44 | 0.802 | 6.5 | 6.68 | -- | -0.194 | -- | -4.77 | 1.23 | -- | 22.7 | 3256 | -- | -- |
258.61 | 0.754 | 6.68 | 5.7 | 1.05 | -- | 1.32 | -- | 0.964 | 15.3 | -- | -- | -- | -- |
264.09 | 0.761 | 6.67 | 5.73 | 1.06 | -- | -- | -- | 0.972 | 15.4 | -- | -- | -- | -- |
300.26 | 0.807 | 6.61 | 6.59 | -- | 1.38 | -- | -- | 1.21 | -- | 14.7 | 22932 | -- | -- |
478.21 | 1.02 | 7.09 | -- | 1.11 | -4.11 | -- | -- | -0.891 | 15.3 | 59.25 | 47520 | -- | -- |
327.46 | 0.846 | 6.67 | 5.68 | -- | -- | -- | -- | 0.944 | -- | -- | -- | -- | -- |
1128.35 | 1.57 | 6.82 | -- | 0.95 | -- | -- | -- | 0.335 | 15.5 | -- | -- | -- | -- |
548.42 | 1.09 | 7.09 | -- | -- | -4.04 | -- | -- | -0.895 | -- | 68.24 | 47520 | -- | -- |
1178.94 | 1.6 | 6.82 | -- | -- | -- | -- | -- | 0.314 | -- | -- | -- | -- | -- |
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 | 212.50 | humidity | 60 | 43200 | < th | dose independent | rect. | 9 | 3 |
4 | 213.17 | radiation | 10 | 43200 | > th | dose independent | rect. | 17 | 1 |
18 | 213.86 | radiation | 10 | 43200 | < th | dose independent | rect. | 24 | 5 |
21 | 214.31 | radiation | 10 | 43200 | < th | dose independent | rect. | 21 | 8 |
25 | 214.54 | wind | 9 | 43200 | > th | dose dependent | rect. | 15 | 1 |
28 | 214.73 | radiation | 10 | 43200 | < th | dose independent | rect. | 19 | 10 |
36 | 215.21 | humidity | 60 | 43200 | > th | dose independent | rect. | 9 | 2 |
37 | 215.24 | humidity | 60 | 43200 | > th | dose independent | rect. | 8 | 4 |
40 | 215.44 | radiation | 1 | 43200 | > th | dose independent | rect. | 4 | 1 |
50 | 215.44 | radiation | 1 | 43200 | > th | dose dependent | rect. | 4 | 1 |
62 | 215.49 | wind | 1 | 43200 | < th | dose dependent | rect. | 2 | 1 |
68 | 216.07 | wind | 1 | 43200 | < th | dose independent | rect. | 2 | 1 |
69 | 216.18 | radiation | 30 | 1440 | < th | dose dependent | rect. | 8 | 1 |
90 | 217.56 | radiation | 40 | 43200 | < th | dose independent | rect. | 16 | 12 |
96 | 217.74 | radiation | 1 | 1440 | > th | dose dependent | rect. | 8 | 1 |
101 | 217.85 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 17 |
104 | 218.00 | radiation | 20 | 43200 | < th | dose independent | rect. | 17 | 3 |
105 | 218.04 | radiation | 20 | 1440 | < th | dose independent | rect. | 8 | 1 |
110 | 218.13 | radiation | 20 | 43200 | < th | dose independent | rect. | 17 | 1 |
111 | 218.13 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 5 |
116 | 218.19 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 3 |
122 | 218.25 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 7 |
134 | 218.42 | radiation | 20 | 43200 | < th | dose independent | rect. | 17 | 5 |
136 | 218.46 | radiation | 40 | 43200 | < th | dose dependent | rect. | 24 | 5 |
141 | 218.52 | radiation | 40 | 43200 | < th | dose independent | rect. | 24 | 8 |
149 | 218.73 | radiation | 40 | 43200 | < th | dose independent | rect. | 21 | 11 |
150 | 218.74 | radiation | 40 | 43200 | < th | dose independent | rect. | 7 | 1 |
154 | 218.77 | radiation | 30 | 43200 | > th | dose dependent | rect. | 16 | 1 |
175 | 218.92 | radiation | 1 | 43200 | > th | dose independent | rect. | 10 | 2 |
176 | 218.92 | radiation | 40 | 43200 | < th | dose independent | rect. | 19 | 13 |
177 | 218.94 | radiation | 40 | 43200 | < th | dose independent | rect. | 17 | 15 |
190 | 219.20 | radiation | 1 | 43200 | < th | dose independent | rect. | 10 | 2 |
191 | 219.20 | radiation | 1 | 43200 | < th | dose dependent | rect. | 10 | 2 |
193 | 219.25 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 1 |
194 | 219.26 | humidity | 60 | 43200 | < th | dose independent | rect. | 18 | 18 |
200 | 219.41 | radiation | 40 | 43200 | > th | dose dependent | rect. | 15 | 17 |
201 | 219.50 | radiation | 40 | 43200 | < th | dose dependent | rect. | 21 | 8 |
203 | 219.71 | radiation | 1 | 43200 | < th | dose dependent | rect. | 7 | 7 |
222 | 220.02 | radiation | 1 | 43200 | > th | dose independent | rect. | 8 | 5 |
230 | 220.13 | radiation | 1 | 43200 | < th | dose independent | rect. | 8 | 5 |
237 | 220.24 | radiation | 1 | 43200 | < th | dose dependent | rect. | 7 | 2 |
244 | 220.28 | radiation | 40 | 43200 | < th | dose dependent | rect. | 19 | 10 |
256 | 220.35 | radiation | 1 | 1440 | > th | dose dependent | rect. | 18 | 15 |
263 | 220.43 | humidity | 90 | 14400 | > th | dose independent | rect. | 24 | 2 |
278 | 220.51 | temperature | 20 | 14400 | < th | dose independent | rect. | 6 | 4 |
292 | 220.63 | temperature | 20 | 14400 | < th | dose dependent | rect. | 3 | 1 |
297 | 220.69 | radiation | 10 | 1440 | > th | dose independent | rect. | 8 | 1 |
300 | 220.73 | temperature | 20 | 14400 | > th | dose independent | rect. | 6 | 5 |
309 | 220.80 | radiation | 1 | 43200 | < th | dose independent | rect. | 8 | 1 |
310 | 220.81 | wind | 9 | 43200 | > th | dose independent | rect. | 12 | 1 |
311 | 220.81 | radiation | 20 | 1440 | < th | dose independent | rect. | 3 | 7 |
312 | 220.81 | temperature | 20 | 14400 | < th | dose independent | rect. | 6 | 8 |
315 | 220.82 | temperature | 20 | 14400 | < th | dose independent | rect. | 6 | 11 |
319 | 220.83 | radiation | 1 | 14400 | < th | dose dependent | rect. | 19 | 10 |
328 | 220.87 | temperature | 20 | 14400 | > th | dose independent | rect. | 6 | 8 |
329 | 220.87 | temperature | 20 | 14400 | > th | dose independent | rect. | 6 | 12 |
334 | 220.89 | radiation | 20 | 1440 | < th | dose independent | rect. | 17 | 17 |
336 | 220.90 | radiation | 1 | 43200 | > th | dose independent | rect. | 8 | 1 |
347 | 220.93 | radiation | 1 | 14400 | < th | dose dependent | rect. | 24 | 5 |
372 | 220.98 | radiation | 20 | 1440 | < th | dose independent | rect. | 22 | 12 |
373 | 220.98 | radiation | 20 | 1440 | < th | dose independent | rect. | 20 | 14 |
399 | 221.08 | temperature | 20 | 43200 | < th | dose dependent | rect. | 24 | 1 |
413 | 221.15 | radiation | 40 | 1440 | < th | dose dependent | rect. | 3 | 6 |
443 | 221.28 | radiation | 1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
460 | 221.36 | humidity | 70 | 43200 | < th | dose independent | rect. | 7 | 1 |
463 | 221.36 | temperature | 20 | 14400 | < th | dose dependent | rect. | 24 | 8 |
467 | 221.37 | temperature | 20 | 14400 | < th | dose dependent | rect. | 2 | 6 |
473 | 221.39 | temperature | 20 | 14400 | < th | dose dependent | rect. | 6 | 2 |
493 | 221.47 | humidity | 90 | 14400 | < th | dose independent | rect. | 22 | 4 |
500 | 221.48 | wind | 9 | 43200 | > th | dose dependent | rect. | 12 | 1 |
638 | 221.79 | temperature | 20 | 14400 | < th | dose dependent | sin | 8 | NA |
730 | 221.98 | radiation | 20 | 1440 | < th | dose independent | sin | 9 | NA |
753 | 222.02 | radiation | 30 | 43200 | > th | dose dependent | rect. | 7 | 1 |
897 | 222.22 | wind | 9 | 4320 | > th | dose dependent | rect. | 15 | 1 |
951 | 222.29 | wind | 9 | 43200 | > th | dose dependent | rect. | 11 | 3 |
974 | 222.33 | temperature | 20 | 14400 | < th | dose independent | sin | 1 | NA |
984 | 222.34 | temperature | 20 | 14400 | > th | dose independent | rect. | 17 | 1 |
985 | 222.34 | radiation | 40 | 43200 | > th | dose independent | rect. | 15 | 17 |