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Os02g0326000 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.19 | 0.271 | 11 | 1.38 | 0.521 | 3.22 | -0.0284 | 8.75 | 0.258 | 18.7 | 15.7 | 6097 | -- | -- |
38.43 | 0.291 | 11.2 | 1.52 | 0.524 | -0.716 | -0.0751 | -- | 0.194 | 18.7 | 15.7 | 6097 | -- | -- |
33.1 | 0.268 | 11 | 1.36 | 0.527 | 3.28 | -- | 8.86 | 0.25 | 18.7 | 15.82 | 6353 | -- | -- |
33.94 | 0.271 | 11.2 | 1.78 | 0.522 | -0.871 | -- | -- | 0.266 | 18.7 | 15.58 | 6097 | -- | -- |
47.24 | 0.32 | 11 | 1.35 | -- | 3.28 | -- | 8.86 | 0.249 | -- | 15.9 | 5829 | -- | -- |
40.83 | 0.3 | 11.2 | 1.45 | 0.524 | -- | -0.068 | -- | 0.177 | 18.7 | -- | -- | -- | -- |
40.84 | 0.299 | 11.2 | 1.45 | 0.524 | -- | -- | -- | 0.176 | 18.7 | -- | -- | -- | -- |
48.14 | 0.323 | 11.2 | 1.8 | -- | -0.895 | -- | -- | 0.267 | -- | 15.7 | 5881 | -- | -- |
52.46 | 0.337 | 11.3 | -- | 0.465 | 0.93 | -- | -- | -0.213 | 17 | 21.7 | 47520 | -- | -- |
55.15 | 0.347 | 11.2 | 1.44 | -- | -- | -- | -- | 0.166 | -- | -- | -- | -- | -- |
96.14 | 0.459 | 11.3 | -- | 0.506 | -- | -- | -- | 0.0152 | 18.9 | -- | -- | -- | -- |
62.82 | 0.369 | 11.3 | -- | -- | 1 | -- | -- | -0.343 | -- | 22.08 | 47520 | -- | -- |
109.57 | 0.489 | 11.2 | -- | -- | -- | -- | -- | 0.00671 | -- | -- | -- | -- | -- |
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 | 30.50 | radiation | 1 | 14400 | > th | dose independent | rect. | 8 | 5 |
3 | 30.59 | radiation | 1 | 14400 | < th | dose independent | rect. | 8 | 4 |
5 | 30.60 | wind | 1 | 43200 | < th | dose independent | rect. | 5 | 16 |
7 | 30.63 | wind | 1 | 43200 | < th | dose independent | rect. | 5 | 14 |
8 | 30.63 | radiation | 1 | 14400 | < th | dose dependent | rect. | 9 | 3 |
10 | 30.67 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 19 | 1 |
11 | 30.71 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 13 | 5 |
13 | 30.71 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 13 | 8 |
15 | 30.71 | wind | 1 | 43200 | < th | dose dependent | rect. | 6 | 13 |
17 | 30.74 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 17 | 4 |
26 | 30.78 | wind | 1 | 43200 | < th | dose dependent | rect. | 9 | 1 |
33 | 30.83 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 17 | 1 |
43 | 30.90 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 14 | 1 |
53 | 30.93 | wind | 1 | 43200 | > th | dose independent | rect. | 5 | 14 |
65 | 30.97 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 17 | 3 |
72 | 31.02 | wind | 1 | 43200 | < th | dose dependent | rect. | 6 | 11 |
78 | 31.06 | wind | 1 | 43200 | < th | dose independent | sin | 0 | NA |
84 | 31.09 | radiation | 1 | 14400 | < th | dose dependent | rect. | 6 | 10 |
90 | 31.11 | wind | 1 | 43200 | < th | dose dependent | rect. | 6 | 15 |
94 | 31.15 | wind | 1 | 43200 | < th | dose dependent | rect. | 12 | 4 |
97 | 31.16 | temperature | 15 | 43200 | < th | dose independent | rect. | 24 | 1 |
99 | 31.17 | wind | 1 | 43200 | > th | dose independent | rect. | 13 | 3 |
102 | 31.18 | temperature | 15 | 43200 | < th | dose independent | rect. | 18 | 8 |
124 | 31.24 | temperature | 15 | 43200 | > th | dose independent | rect. | 18 | 8 |
130 | 31.24 | temperature | 15 | 43200 | > th | dose independent | rect. | 13 | 14 |
131 | 31.24 | temperature | 15 | 43200 | < th | dose independent | rect. | 13 | 14 |
147 | 31.26 | temperature | 15 | 43200 | > th | dose independent | rect. | 11 | 4 |
158 | 31.27 | wind | 1 | 43200 | < th | dose independent | rect. | 9 | 1 |
161 | 31.27 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 14 | 6 |
204 | 31.31 | temperature | 15 | 43200 | > th | dose independent | sin | 16 | NA |
205 | 31.31 | temperature | 15 | 43200 | < th | dose independent | sin | 15 | NA |
207 | 31.31 | temperature | 15 | 43200 | < th | dose independent | rect. | 21 | 1 |
225 | 31.33 | temperature | 15 | 43200 | > th | dose independent | rect. | 1 | 1 |
240 | 31.33 | humidity | 50 | 43200 | > th | dose dependent | rect. | 4 | 2 |
255 | 31.35 | temperature | 15 | 43200 | < th | dose independent | rect. | 13 | 1 |
279 | 31.36 | temperature | 15 | 43200 | > th | dose independent | rect. | 13 | 1 |
280 | 31.36 | temperature | 15 | 43200 | > th | dose independent | rect. | 21 | 2 |
282 | 31.36 | wind | 1 | 43200 | < th | dose independent | rect. | 13 | 3 |
320 | 31.37 | temperature | 15 | 43200 | < th | dose dependent | rect. | 14 | 13 |
327 | 31.38 | temperature | 15 | 43200 | < th | dose independent | rect. | 10 | 5 |
340 | 31.38 | temperature | 15 | 43200 | < th | dose dependent | rect. | 18 | 8 |
353 | 31.39 | wind | 1 | 43200 | < th | dose independent | rect. | 7 | 4 |
404 | 31.40 | temperature | 15 | 43200 | < th | dose independent | rect. | 18 | 21 |
440 | 31.41 | temperature | 15 | 43200 | < th | dose dependent | sin | 14 | NA |
517 | 31.43 | humidity | 50 | 43200 | > th | dose dependent | rect. | 1 | 5 |
545 | 31.44 | temperature | 15 | 43200 | < th | dose independent | no | NA | NA |
566 | 31.44 | temperature | 15 | 43200 | < th | dose independent | rect. | 21 | 23 |
567 | 31.44 | temperature | 15 | 43200 | < th | dose independent | rect. | 24 | 23 |
568 | 31.44 | temperature | 15 | 43200 | < th | dose dependent | sin | 10 | NA |
581 | 31.44 | temperature | 15 | 43200 | < th | dose dependent | rect. | 22 | 16 |
596 | 31.44 | temperature | 15 | 43200 | < th | dose dependent | rect. | 18 | 20 |
618 | 31.45 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 14 | 3 |
663 | 31.45 | temperature | 15 | 43200 | < th | dose dependent | rect. | 23 | 14 |
747 | 31.46 | temperature | 15 | 43200 | < th | dose dependent | sin | 7 | NA |
749 | 31.46 | temperature | 15 | 43200 | < th | dose dependent | no | NA | NA |
814 | 31.47 | temperature | 15 | 43200 | > th | dose independent | rect. | 17 | 22 |
820 | 31.47 | temperature | 15 | 43200 | < th | dose dependent | rect. | 24 | 8 |
832 | 31.48 | temperature | 15 | 43200 | > th | dose independent | no | NA | NA |
853 | 31.48 | temperature | 15 | 43200 | > th | dose independent | rect. | 21 | 23 |
854 | 31.48 | temperature | 15 | 43200 | > th | dose independent | rect. | 24 | 23 |
875 | 31.49 | temperature | 15 | 43200 | < th | dose independent | rect. | 24 | 15 |
940 | 31.50 | temperature | 15 | 43200 | < th | dose dependent | rect. | 21 | 2 |
983 | 31.51 | wind | 1 | 43200 | < th | dose dependent | sin | 23 | NA |
985 | 31.51 | temperature | 15 | 43200 | < th | dose dependent | rect. | 1 | 2 |