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Os03g0412400 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
226.46 | 0.707 | 9.58 | 1.99 | 0.693 | -1.63 | 1.14 | 1.16 | 0.551 | 1.11 | 20.1 | 4855 | -- | -- |
226.85 | 0.701 | 9.56 | 2.07 | 0.724 | -1.83 | 1.06 | -- | 0.537 | 0.929 | 19.6 | 6071 | -- | -- |
231.14 | 0.708 | 9.59 | 1.92 | 0.702 | -1.57 | -- | 1.07 | 0.547 | 0.968 | 20 | 6017 | -- | -- |
231.23 | 0.708 | 9.54 | 2.01 | 0.697 | -1.9 | -- | -- | 0.587 | 1.1 | 19.45 | 6044 | -- | -- |
260.88 | 0.752 | 9.58 | 1.88 | -- | -1.63 | -- | 1.11 | 0.535 | -- | 20.1 | 5504 | -- | -- |
284.78 | 0.791 | 9.42 | 3.32 | 0.719 | -- | 1.18 | -- | 1.1 | 1.03 | -- | -- | -- | -- |
290.64 | 0.798 | 9.43 | 3.28 | 0.717 | -- | -- | -- | 1.09 | 1.09 | -- | -- | -- | -- |
261.18 | 0.753 | 9.53 | 2.03 | -- | -1.99 | -- | -- | 0.568 | -- | 19.96 | 5254 | -- | -- |
226.76 | 0.701 | 9.66 | -- | 0.672 | -3.11 | -- | -- | 0.0523 | 1.07 | 17.8 | 47520 | -- | -- |
322.57 | 0.839 | 9.41 | 3.3 | -- | -- | -- | -- | 1.11 | -- | -- | -- | -- | -- |
573.67 | 1.12 | 9.51 | -- | 0.773 | -- | -- | -- | 0.729 | 1.26 | -- | -- | -- | -- |
254.78 | 0.743 | 9.65 | -- | -- | -3.14 | -- | -- | 0.0547 | -- | 17.9 | 47520 | -- | -- |
610.58 | 1.15 | 9.5 | -- | -- | -- | -- | -- | 0.741 | -- | -- | -- | -- | -- |
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 | 200.43 | wind | 7.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
2 | 200.51 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
3 | 202.73 | wind | 7.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
5 | 202.85 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 17 | 2 |
6 | 204.43 | wind | 1.0 | 14400 | < th | dose independent | rect. | 23 | 4 |
7 | 204.49 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 14 | 17 |
22 | 206.10 | wind | 1.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
26 | 206.44 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 16 | 3 |
32 | 206.69 | wind | 1.0 | 14400 | > th | dose independent | rect. | 23 | 4 |
33 | 206.73 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 13 | 18 |
36 | 206.86 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 16 | 1 |
45 | 207.06 | wind | 3.0 | 14400 | > th | dose dependent | sin | 15 | NA |
46 | 207.10 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 23 | 3 |
49 | 207.16 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 15 | 9 |
50 | 207.17 | wind | 1.0 | 43200 | > th | dose independent | rect. | 19 | 17 |
53 | 207.20 | wind | 1.0 | 43200 | > th | dose independent | rect. | 17 | 19 |
57 | 207.33 | wind | 1.0 | 14400 | > th | dose independent | rect. | 22 | 6 |
58 | 207.35 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 3 | 2 |
81 | 207.78 | wind | 7.0 | 14400 | > th | dose independent | rect. | 16 | 4 |
85 | 207.82 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 16 | 1 |
91 | 207.87 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 11 | 21 |
98 | 207.97 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 13 | 19 |
103 | 208.02 | wind | 7.0 | 14400 | < th | dose independent | rect. | 15 | 9 |
107 | 208.04 | wind | 7.0 | 14400 | < th | dose independent | rect. | 16 | 4 |
111 | 208.05 | wind | 7.0 | 14400 | > th | dose independent | rect. | 15 | 9 |
127 | 208.14 | wind | 7.0 | 14400 | > th | dose independent | rect. | 15 | 11 |
128 | 208.14 | wind | 7.0 | 14400 | < th | dose independent | rect. | 15 | 11 |
129 | 208.15 | wind | 1.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
176 | 208.36 | humidity | 70.0 | 43200 | < th | dose independent | sin | 15 | NA |
205 | 208.48 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 14 | 12 |
206 | 208.49 | humidity | 70.0 | 43200 | > th | dose independent | sin | 15 | NA |
209 | 208.49 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
228 | 208.56 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 23 | 5 |
246 | 208.64 | humidity | 60.0 | 43200 | > th | dose dependent | rect. | 17 | 17 |
253 | 208.68 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 15 | 23 |
255 | 208.68 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 5 | 18 |
262 | 208.70 | wind | 9.0 | 14400 | < th | dose dependent | sin | 15 | NA |
274 | 208.74 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 18 | 22 |
275 | 208.74 | humidity | 60.0 | 43200 | > th | dose dependent | rect. | 20 | 3 |
328 | 208.88 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 4 | 19 |
329 | 208.88 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 4 | 21 |
330 | 208.89 | humidity | 70.0 | 43200 | > th | dose independent | no | NA | NA |
343 | 208.91 | wind | 5.0 | 14400 | < th | dose independent | rect. | 14 | 18 |
353 | 208.93 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 5 | 14 |
359 | 208.95 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 21 | 23 |
368 | 208.97 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 7 | 23 |
374 | 208.98 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 4 | 23 |
426 | 209.08 | humidity | 70.0 | 43200 | < th | dose independent | no | NA | NA |
430 | 209.08 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 21 | 23 |
434 | 209.09 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 17 | 23 |
439 | 209.10 | humidity | 60.0 | 43200 | > th | dose dependent | rect. | 18 | 7 |
458 | 209.14 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 6 |
459 | 209.14 | humidity | 60.0 | 43200 | > th | dose dependent | rect. | 17 | 10 |
467 | 209.15 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 7 | 23 |
474 | 209.17 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 4 | 23 |
478 | 209.17 | humidity | 50.0 | 43200 | > th | dose dependent | sin | 13 | NA |
539 | 209.26 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 24 | 23 |
621 | 209.40 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 14 | 20 |
649 | 209.45 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 23 | 10 |
690 | 209.51 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 5 | 4 |
707 | 209.54 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 18 | 6 |
711 | 209.55 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 16 | 11 |
724 | 209.57 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 21 | 1 |
742 | 209.59 | humidity | 90.0 | 43200 | < th | dose dependent | sin | 14 | NA |
783 | 209.63 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 14 | 14 |
833 | 209.70 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
838 | 209.71 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 6 |
856 | 209.73 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 4 | 1 |
887 | 209.78 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 6 |
891 | 209.78 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 6 |
920 | 209.83 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
953 | 209.87 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 16 | 22 |
970 | 209.89 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 5 | 22 |
990 | 209.92 | humidity | 90.0 | 43200 | < th | dose dependent | no | NA | NA |