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Os08g0528700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Mitochodrial transcription termination factor-related family 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 = humidity,
response mode = < th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
169.65 | 0.612 | 5.64 | 1.14 | 0.321 | -1.21 | -0.293 | 0.557 | 0.0628 | 18.2 | 49.68 | 3149 | -- | -- |
169.81 | 0.607 | 5.65 | 1.1 | 0.324 | -1.05 | -0.263 | -- | 0.0705 | 18.1 | 49.74 | 3143 | -- | -- |
169.81 | 0.607 | 5.64 | 1.14 | 0.323 | -1.19 | -- | 0.501 | 0.0634 | 17.9 | 49.86 | 3162 | -- | -- |
169.95 | 0.607 | 5.65 | 1.11 | 0.325 | -1.05 | -- | -- | 0.07 | 17.8 | 49.73 | 3156 | -- | -- |
175.13 | 0.616 | 5.64 | 1.13 | -- | -1.24 | -- | 0.604 | 0.0537 | -- | 49.91 | 3107 | -- | -- |
185.93 | 0.639 | 5.63 | 0.815 | 0.336 | -- | -0.175 | -- | 0.163 | 17.4 | -- | -- | -- | -- |
185.98 | 0.639 | 5.63 | 0.816 | 0.335 | -- | -- | -- | 0.162 | 17.2 | -- | -- | -- | -- |
175.33 | 0.617 | 5.64 | 1.1 | -- | -1.07 | -- | -- | 0.0614 | -- | 49.39 | 3098 | -- | -- |
198.33 | 0.656 | 5.66 | -- | 0.29 | -0.552 | -- | -- | 0.0345 | 17.7 | 50 | 3044 | -- | -- |
191.84 | 0.647 | 5.62 | 0.805 | -- | -- | -- | -- | 0.154 | -- | -- | -- | -- | -- |
203.54 | 0.667 | 5.65 | -- | 0.321 | -- | -- | -- | 0.0716 | 17.3 | -- | -- | -- | -- |
202.77 | 0.663 | 5.66 | -- | -- | -0.667 | -- | -- | -0.00546 | -- | 49.19 | 2540 | -- | -- |
208.91 | 0.675 | 5.64 | -- | -- | -- | -- | -- | 0.0648 | -- | -- | -- | -- | -- |
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 | 161.79 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 3 | 4 |
2 | 161.81 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 5 | 2 |
4 | 162.00 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 5 | 2 |
7 | 162.17 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 3 | 4 |
10 | 162.37 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 23 | 9 |
12 | 162.50 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 1 | 7 |
21 | 162.76 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 23 | 1 |
29 | 163.16 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 3 | 1 |
30 | 163.19 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 3 | 1 |
40 | 163.46 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 23 | 8 |
85 | 164.22 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 22 | 6 |
90 | 164.30 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 2 | 1 |
96 | 164.34 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 23 | 2 |
133 | 164.96 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
157 | 166.42 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
165 | 167.05 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
175 | 167.63 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 9 | 4 |
177 | 167.67 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
179 | 167.77 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 20 | 9 |
180 | 167.79 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
181 | 167.79 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 21 | 7 |
183 | 167.82 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
192 | 168.19 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 1 | 2 |
203 | 168.56 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 12 | 1 |
207 | 168.67 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 11 | 2 |
221 | 168.96 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 4 |
230 | 169.05 | wind | 9.0 | 14400 | < th | dose independent | rect. | 12 | 2 |
237 | 169.16 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 4 |
238 | 169.16 | wind | 9.0 | 14400 | < th | dose independent | rect. | 7 | 7 |
254 | 169.35 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 10 | 4 |
256 | 169.40 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 5 |
268 | 169.69 | wind | 7.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
270 | 169.69 | wind | 3.0 | 43200 | < th | dose independent | rect. | 18 | 10 |
274 | 169.77 | wind | 3.0 | 43200 | < th | dose dependent | sin | 11 | NA |
276 | 169.78 | wind | 3.0 | 43200 | < th | dose independent | rect. | 11 | 2 |
277 | 169.78 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 20 | 18 |
281 | 169.81 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 15 | 10 |
297 | 169.95 | wind | 7.0 | 14400 | > th | dose independent | rect. | 11 | 3 |
304 | 170.04 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
317 | 170.10 | wind | 3.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
328 | 170.17 | wind | 3.0 | 43200 | < th | dose independent | rect. | 17 | 13 |
339 | 170.23 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 10 |
347 | 170.27 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 4 | 14 |
359 | 170.35 | wind | 3.0 | 43200 | < th | dose independent | sin | 13 | NA |
362 | 170.35 | wind | 3.0 | 43200 | > th | dose independent | rect. | 18 | 10 |
364 | 170.36 | humidity | 50.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
372 | 170.41 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 8 |
391 | 170.49 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 7 | 12 |
398 | 170.52 | temperature | 25.0 | 270 | < th | dose independent | sin | 7 | NA |
404 | 170.55 | wind | 3.0 | 43200 | > th | dose independent | rect. | 17 | 13 |
410 | 170.57 | radiation | 1.0 | 720 | < th | dose independent | rect. | 14 | 11 |
416 | 170.59 | wind | 3.0 | 43200 | > th | dose independent | rect. | 16 | 15 |
432 | 170.64 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 24 | 1 |
437 | 170.65 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 4 | 14 |
441 | 170.66 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 9 | 1 |
447 | 170.69 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 20 | 14 |
461 | 170.73 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 6 | 4 |
495 | 170.80 | wind | 3.0 | 43200 | < th | dose independent | rect. | 11 | 20 |
502 | 170.82 | wind | 3.0 | 43200 | > th | dose independent | sin | 13 | NA |
511 | 170.83 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 15 | 6 |
563 | 170.98 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 9 | 22 |
584 | 171.04 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
585 | 171.04 | wind | 1.0 | 43200 | < th | dose independent | rect. | 8 | 5 |
602 | 171.07 | humidity | 50.0 | 4320 | < th | dose dependent | rect. | 15 | 20 |
618 | 171.12 | radiation | 1.0 | 720 | > th | dose independent | rect. | 10 | 19 |
624 | 171.13 | radiation | 1.0 | 720 | > th | dose independent | rect. | 10 | 9 |
639 | 171.14 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
643 | 171.16 | wind | 3.0 | 43200 | > th | dose independent | rect. | 11 | 21 |
670 | 171.23 | humidity | 80.0 | 1440 | < th | dose independent | sin | 1 | NA |
677 | 171.23 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 16 | 3 |
686 | 171.25 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 3 |
690 | 171.25 | radiation | 1.0 | 720 | < th | dose independent | rect. | 7 | 12 |
696 | 171.26 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 13 | 6 |
710 | 171.30 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 7 | 2 |
712 | 171.30 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 3 |
715 | 171.30 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 3 |
718 | 171.31 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 19 | 15 |
719 | 171.31 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 3 |
721 | 171.31 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 20 | 14 |
758 | 171.38 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 3 | 23 |
761 | 171.39 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 4 | 6 |
765 | 171.39 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 6 | 4 |
781 | 171.40 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 10 | 9 |
800 | 171.42 | wind | 3.0 | 43200 | < th | dose dependent | no | NA | NA |
805 | 171.44 | humidity | 50.0 | 14400 | < th | dose independent | sin | 9 | NA |
810 | 171.45 | humidity | 50.0 | 14400 | > th | dose independent | sin | 7 | NA |
813 | 171.45 | radiation | 1.0 | 720 | < th | dose independent | rect. | 14 | 5 |
827 | 171.46 | radiation | 1.0 | 720 | < th | dose independent | rect. | 10 | 15 |
828 | 171.46 | radiation | 1.0 | 720 | < th | dose independent | rect. | 7 | 18 |
848 | 171.50 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 3 | 11 |
850 | 171.50 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 14 | 10 |
853 | 171.51 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 9 | 3 |
899 | 171.54 | wind | 3.0 | 43200 | < th | dose independent | rect. | 18 | 22 |
902 | 171.54 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 19 | 2 |
908 | 171.55 | temperature | 30.0 | 43200 | > th | dose dependent | rect. | 8 | 1 |
935 | 171.56 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 23 |
950 | 171.58 | humidity | 50.0 | 4320 | < th | dose dependent | rect. | 15 | 2 |
976 | 171.61 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 15 | 15 |
980 | 171.62 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
988 | 171.62 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 23 |