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Os01g0679000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : RNA polymerase III subunit RPC82, C -terminal domain containing 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
60.01 | 0.364 | 8.92 | 0.551 | 0.945 | -0.67 | -0.329 | 0.157 | 0.15 | 17.5 | 20.25 | 4180 | -- | -- |
60.04 | 0.361 | 8.91 | 0.58 | 0.945 | -0.692 | -0.312 | -- | 0.154 | 17.5 | 20.2 | 4158 | -- | -- |
60.27 | 0.362 | 8.92 | 0.56 | 0.944 | -0.67 | -- | 0.13 | 0.151 | 17.5 | 20.29 | 4179 | -- | -- |
60.29 | 0.362 | 8.91 | 0.577 | 0.943 | -0.696 | -- | -- | 0.156 | 17.5 | 20.3 | 4156 | -- | -- |
105.02 | 0.477 | 8.91 | 0.503 | -- | -0.632 | -- | 0.242 | 0.118 | -- | 20.5 | 4782 | -- | -- |
69.04 | 0.39 | 8.87 | 1 | 0.924 | -- | -0.244 | -- | 0.352 | 17.6 | -- | -- | -- | -- |
69.19 | 0.39 | 8.87 | 1 | 0.923 | -- | -- | -- | 0.351 | 17.6 | -- | -- | -- | -- |
105.01 | 0.477 | 8.9 | 0.554 | -- | -0.689 | -- | -- | 0.123 | -- | 20.2 | 4779 | -- | -- |
62.29 | 0.368 | 8.94 | -- | 0.923 | -1.01 | -- | -- | 0.0276 | 17.6 | 19.31 | 14512 | -- | -- |
113.46 | 0.498 | 8.86 | 0.974 | -- | -- | -- | -- | 0.329 | -- | -- | -- | -- | -- |
95.75 | 0.458 | 8.89 | -- | 0.907 | -- | -- | -- | 0.24 | 17.6 | -- | -- | -- | -- |
106.4 | 0.48 | 8.93 | -- | -- | -0.996 | -- | -- | 0.00471 | -- | 19.4 | 14938 | -- | -- |
138.49 | 0.549 | 8.88 | -- | -- | -- | -- | -- | 0.221 | -- | -- | -- | -- | -- |
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 | 54.73 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 9 | 20 |
3 | 54.88 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 9 | 20 |
7 | 55.19 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 7 | 20 |
25 | 56.81 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 22 | 14 |
41 | 57.44 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 5 | 4 |
70 | 58.16 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 4 | 2 |
73 | 58.21 | wind | 1.0 | 14400 | > th | dose independent | rect. | 23 | 5 |
83 | 58.34 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 17 |
93 | 58.43 | wind | 1.0 | 14400 | > th | dose independent | rect. | 24 | 3 |
98 | 58.47 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 18 | 20 |
111 | 58.57 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 6 |
112 | 58.57 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 14 |
120 | 58.62 | wind | 7.0 | 270 | < th | dose independent | rect. | 7 | 21 |
122 | 58.63 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 16 |
129 | 58.69 | wind | 7.0 | 90 | < th | dose independent | rect. | 9 | 20 |
131 | 58.72 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 16 | 10 |
152 | 58.84 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 18 |
153 | 58.85 | wind | 1.0 | 14400 | > th | dose independent | rect. | 21 | 10 |
160 | 58.89 | wind | 1.0 | 14400 | < th | dose independent | rect. | 24 | 3 |
164 | 58.90 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 13 |
171 | 58.91 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 16 | 10 |
193 | 58.99 | wind | 1.0 | 14400 | < th | dose independent | rect. | 22 | 7 |
203 | 59.00 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 13 |
211 | 59.03 | temperature | 20.0 | 4320 | < th | dose independent | sin | 15 | NA |
221 | 59.04 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 6 |
223 | 59.04 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 21 |
243 | 59.10 | wind | 1.0 | 14400 | > th | dose independent | sin | 11 | NA |
248 | 59.11 | humidity | 70.0 | 90 | > th | dose independent | rect. | 5 | 6 |
264 | 59.14 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 20 | 1 |
274 | 59.16 | wind | 1.0 | 14400 | < th | dose independent | sin | 11 | NA |
275 | 59.16 | temperature | 20.0 | 4320 | > th | dose independent | sin | 15 | NA |
287 | 59.18 | wind | 1.0 | 14400 | < th | dose independent | rect. | 21 | 10 |
318 | 59.23 | temperature | 25.0 | 270 | < th | dose independent | rect. | 2 | 20 |
335 | 59.27 | temperature | 25.0 | 270 | < th | dose independent | rect. | 3 | 18 |
339 | 59.28 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 23 |
346 | 59.30 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 4 |
351 | 59.31 | radiation | 30.0 | 90 | < th | dose independent | rect. | 5 | 4 |
371 | 59.34 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 24 | 2 |
382 | 59.35 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 24 | 1 |
430 | 59.42 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 3 | 2 |
446 | 59.45 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 5 | 4 |
451 | 59.45 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 16 | 16 |
453 | 59.46 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 3 | 2 |
459 | 59.47 | wind | 5.0 | 270 | < th | dose independent | rect. | 4 | 3 |
481 | 59.50 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 5 |
486 | 59.50 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 5 | 17 |
500 | 59.52 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 11 |
534 | 59.57 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 4 | 3 |
558 | 59.61 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 5 | 4 |
559 | 59.61 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 5 |
560 | 59.61 | temperature | 25.0 | 270 | < th | dose independent | rect. | 3 | 6 |
572 | 59.61 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 18 | 14 |
588 | 59.63 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 9 | 6 |
590 | 59.63 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 9 | 7 |
618 | 59.67 | temperature | 25.0 | 270 | > th | dose dependent | sin | 8 | NA |
633 | 59.70 | humidity | 60.0 | 90 | > th | dose independent | rect. | 5 | 4 |
643 | 59.70 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 10 |
655 | 59.72 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 18 | 15 |
666 | 59.74 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 5 | 4 |
690 | 59.75 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 6 |
698 | 59.77 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 5 | 1 |
706 | 59.78 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 4 |
709 | 59.78 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 4 |
727 | 59.81 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 7 | 7 |
740 | 59.83 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 4 |
744 | 59.83 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 4 |
745 | 59.83 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 4 |
749 | 59.83 | temperature | 10.0 | 90 | > th | dose independent | rect. | 9 | 20 |
780 | 59.87 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 9 | 20 |
785 | 59.87 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 9 | 20 |
820 | 59.92 | humidity | 90.0 | 10 | < th | dose independent | rect. | 5 | 4 |
837 | 59.93 | wind | 1.0 | 90 | > th | dose independent | rect. | 5 | 4 |
839 | 59.93 | temperature | 25.0 | 270 | > th | dose independent | rect. | 17 | 21 |
852 | 59.94 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 20 | 3 |
867 | 59.95 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 22 | 1 |
876 | 59.96 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 9 | 14 |
888 | 59.98 | radiation | 10.0 | 270 | < th | dose independent | rect. | 4 | 3 |
899 | 59.98 | radiation | 30.0 | 4320 | > th | dose dependent | rect. | 15 | 17 |
915 | 60.00 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 4 | 3 |
935 | 60.02 | wind | 7.0 | 10 | < th | dose independent | rect. | 9 | 20 |
960 | 60.05 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 20 | 1 |