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Os02g0150100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to DEAD-box protein abstrakt.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14.55 | 0.179 | 11.3 | 1.16 | 0.141 | -0.435 | 0.172 | 1.78 | 0.0901 | 14.3 | 25.8 | 1088 | -- | -- |
15.2 | 0.182 | 11.4 | 0.814 | 0.177 | -0.249 | 0.034 | -- | 0.0896 | 13.3 | 26.69 | 9719 | -- | -- |
14.63 | 0.178 | 11.3 | 1.15 | 0.142 | -0.426 | -- | 1.67 | 0.0857 | 13.8 | 25.91 | 1107 | -- | -- |
15.18 | 0.181 | 11.4 | 0.803 | 0.175 | -0.241 | -- | -- | 0.083 | 13 | 26.76 | 9727 | -- | -- |
15.76 | 0.185 | 11.3 | 1.17 | -- | -0.464 | -- | 1.7 | 0.0969 | -- | 25.5 | 1094 | -- | -- |
17.32 | 0.195 | 11.4 | 0.709 | 0.197 | -- | 0.0697 | -- | -0.0131 | 13.1 | -- | -- | -- | -- |
17.34 | 0.195 | 11.4 | 0.712 | 0.197 | -- | -- | -- | -0.0128 | 13 | -- | -- | -- | -- |
16.79 | 0.191 | 11.4 | 0.795 | -- | -0.271 | -- | -- | 0.000378 | -- | 25.8 | 2620 | -- | -- |
24.22 | 0.229 | 11.4 | -- | 0.202 | 0.396 | -- | -- | -0.218 | 12.9 | 15.31 | 47520 | -- | -- |
19.75 | 0.208 | 11.4 | 0.704 | -- | -- | -- | -- | -0.0166 | -- | -- | -- | -- | -- |
30.69 | 0.259 | 11.4 | -- | 0.185 | -- | -- | -- | -0.092 | 12.8 | -- | -- | -- | -- |
26.76 | 0.241 | 11.4 | -- | -- | 0.384 | -- | -- | -0.217 | -- | 15.2 | 47520 | -- | -- |
32.83 | 0.267 | 11.4 | -- | -- | -- | -- | -- | -0.0947 | -- | -- | -- | -- | -- |
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 | 13.72 | radiation | 1 | 4320 | > th | dose independent | rect. | 18 | 11 |
2 | 13.75 | radiation | 1 | 4320 | > th | dose independent | rect. | 18 | 1 |
12 | 13.82 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 9 |
13 | 13.82 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 11 |
14 | 13.83 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 7 |
17 | 13.84 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 1 |
20 | 13.84 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 5 |
25 | 13.96 | radiation | 40 | 4320 | < th | dose independent | rect. | 6 | 3 |
26 | 13.96 | radiation | 40 | 4320 | < th | dose independent | rect. | 17 | 16 |
29 | 13.97 | radiation | 40 | 4320 | < th | dose independent | rect. | 19 | 14 |
32 | 13.98 | radiation | 40 | 4320 | < th | dose independent | rect. | 24 | 9 |
42 | 14.06 | radiation | 30 | 4320 | > th | dose dependent | rect. | 7 | 2 |
85 | 14.19 | humidity | 80 | 14400 | > th | dose dependent | rect. | 22 | 1 |
86 | 14.20 | wind | 3 | 43200 | < th | dose dependent | rect. | 24 | 5 |
87 | 14.22 | radiation | 30 | 14400 | > th | dose independent | rect. | 16 | 16 |
88 | 14.23 | radiation | 10 | 1440 | < th | dose dependent | rect. | 18 | 8 |
91 | 14.24 | radiation | 30 | 14400 | > th | dose independent | rect. | 7 | 1 |
113 | 14.26 | radiation | 10 | 1440 | < th | dose dependent | rect. | 18 | 2 |
127 | 14.29 | humidity | 90 | 14400 | < th | dose independent | rect. | 21 | 5 |
162 | 14.33 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 4 |
164 | 14.34 | wind | 3 | 43200 | < th | dose independent | rect. | 3 | 1 |
216 | 14.37 | wind | 3 | 43200 | > th | dose independent | rect. | 3 | 1 |
222 | 14.37 | humidity | 80 | 14400 | > th | dose dependent | rect. | 19 | 9 |
236 | 14.38 | wind | 1 | 43200 | > th | dose dependent | rect. | 24 | 14 |
279 | 14.40 | wind | 9 | 43200 | < th | dose dependent | rect. | 24 | 14 |
295 | 14.41 | radiation | 1 | 4320 | > th | dose independent | rect. | 18 | 15 |
303 | 14.41 | wind | 1 | 43200 | > th | dose dependent | rect. | 2 | 12 |
307 | 14.42 | humidity | 90 | 14400 | < th | dose independent | sin | 12 | NA |
317 | 14.42 | humidity | 90 | 14400 | > th | dose dependent | rect. | 24 | 1 |
339 | 14.43 | radiation | 1 | 1440 | > th | dose dependent | rect. | 18 | 11 |
345 | 14.44 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 12 |
352 | 14.44 | temperature | 30 | 4320 | > th | dose dependent | rect. | 18 | 1 |
368 | 14.44 | wind | 9 | 43200 | < th | dose dependent | rect. | 2 | 12 |
375 | 14.45 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 1 |
376 | 14.45 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 1 |
378 | 14.45 | humidity | 90 | 14400 | > th | dose independent | rect. | 19 | 9 |
409 | 14.46 | wind | 3 | 43200 | > th | dose independent | rect. | 10 | 3 |
413 | 14.46 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 15 |
418 | 14.46 | radiation | 1 | 4320 | > th | dose dependent | rect. | 18 | 1 |
423 | 14.46 | wind | 1 | 43200 | > th | dose dependent | rect. | 24 | 4 |
445 | 14.47 | humidity | 90 | 14400 | > th | dose independent | rect. | 21 | 6 |
456 | 14.47 | wind | 5 | 43200 | < th | dose dependent | rect. | 10 | 2 |
495 | 14.48 | wind | 1 | 43200 | > th | dose dependent | sin | 5 | NA |
531 | 14.49 | wind | 1 | 43200 | > th | dose dependent | rect. | 9 | 4 |
550 | 14.50 | wind | 3 | 43200 | < th | dose independent | rect. | 10 | 2 |
571 | 14.50 | humidity | 80 | 43200 | > th | dose dependent | rect. | 5 | 6 |
597 | 14.51 | humidity | 90 | 43200 | < th | dose independent | rect. | 5 | 3 |
611 | 14.51 | humidity | 90 | 14400 | > th | dose independent | rect. | 14 | 16 |
616 | 14.51 | wind | 9 | 43200 | < th | dose dependent | sin | 5 | NA |
623 | 14.51 | humidity | 80 | 43200 | > th | dose dependent | rect. | 6 | 4 |
653 | 14.52 | radiation | 1 | 14400 | < th | dose independent | rect. | 24 | 6 |
681 | 14.53 | wind | 7 | 43200 | > th | dose independent | rect. | 10 | 1 |
682 | 14.53 | humidity | 90 | 43200 | < th | dose independent | rect. | 6 | 1 |
683 | 14.53 | humidity | 90 | 14400 | < th | dose independent | rect. | 24 | 1 |
686 | 14.53 | wind | 1 | 43200 | > th | dose independent | rect. | 17 | 2 |
705 | 14.53 | wind | 3 | 43200 | < th | dose independent | rect. | 3 | 10 |
733 | 14.53 | wind | 9 | 43200 | < th | dose dependent | rect. | 7 | 6 |
740 | 14.53 | wind | 1 | 43200 | > th | dose dependent | rect. | 24 | 7 |
757 | 14.54 | humidity | 90 | 14400 | > th | dose independent | sin | 12 | NA |
789 | 14.54 | wind | 3 | 43200 | > th | dose independent | rect. | 3 | 10 |
863 | 14.55 | humidity | 80 | 14400 | > th | dose dependent | sin | 13 | NA |
864 | 14.55 | humidity | 80 | 43200 | > th | dose dependent | rect. | 9 | 1 |