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Os06g0730200 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23.24 | 0.226 | 11.9 | -0.66 | 0.191 | 0.238 | -0.0312 | -4.93 | -0.12 | 0.824 | 27.81 | 3517 | -- | -- |
25.77 | 0.236 | 11.7 | 0.333 | 0.197 | -0.261 | 0.0704 | -- | 0.133 | 1.68 | 30.86 | 19468 | -- | -- |
23.22 | 0.224 | 11.9 | -0.649 | 0.19 | 0.239 | -- | -4.91 | -0.12 | 0.888 | 27.94 | 3370 | -- | -- |
25.16 | 0.234 | 11.7 | 0.345 | 0.197 | -0.383 | -- | -- | 0.176 | 0.589 | 30.53 | 19481 | -- | -- |
25.42 | 0.235 | 11.9 | -0.758 | -- | 0.336 | -- | -5.45 | -0.124 | -- | 28 | 3319 | -- | -- |
28.65 | 0.251 | 11.7 | 0.174 | 0.169 | -- | -0.168 | -- | 0.02 | 0.0814 | -- | -- | -- | -- |
28.74 | 0.251 | 11.7 | 0.18 | 0.171 | -- | -- | -- | 0.0202 | 0.589 | -- | -- | -- | -- |
27.17 | 0.243 | 11.7 | 0.269 | -- | -0.278 | -- | -- | -0.0014 | -- | 29.7 | 5928 | -- | -- |
27.62 | 0.245 | 11.7 | -- | 0.185 | -0.256 | -- | -- | 0.123 | 0.773 | 30.1 | 18463 | -- | -- |
30.59 | 0.258 | 11.7 | 0.186 | -- | -- | -- | -- | 0.0232 | -- | -- | -- | -- | -- |
29.6 | 0.254 | 11.8 | -- | 0.174 | -- | -- | -- | 0.00016 | 0.639 | -- | -- | -- | -- |
28.8 | 0.25 | 11.8 | -- | -- | -0.27 | -- | -- | -0.0519 | -- | 29.9 | 4356 | -- | -- |
31.5 | 0.262 | 11.7 | -- | -- | -- | -- | -- | 0.00252 | -- | -- | -- | -- | -- |
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 | 22.28 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 20 | 1 |
2 | 22.30 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 20 | 1 |
21 | 22.59 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 18 | 14 |
28 | 22.65 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 19 | 7 |
42 | 22.70 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 8 | 1 |
67 | 22.73 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 20 | 1 |
75 | 22.76 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 19 | 13 |
92 | 22.88 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 19 | 5 |
106 | 22.94 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
130 | 22.99 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 11 | 1 |
133 | 23.00 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 19 | 13 |
140 | 23.02 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 1 | 8 |
143 | 23.03 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 11 | 1 |
145 | 23.03 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 7 | 10 |
167 | 23.06 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 3 | 6 |
169 | 23.06 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 21 | 12 |
176 | 23.07 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 23 | 10 |
179 | 23.07 | atmosphere | 1005.0 | 43200 | < th | dose dependent | sin | 23 | NA |
188 | 23.08 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
206 | 23.09 | temperature | 25.0 | 4320 | > th | dose dependent | sin | 11 | NA |
209 | 23.09 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 2 |
250 | 23.13 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 8 | 4 |
255 | 23.13 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 4 | 8 |
272 | 23.13 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 11 | 4 |
281 | 23.14 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 6 | 6 |
288 | 23.14 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 20 | 16 |
289 | 23.14 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
297 | 23.15 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 8 | 4 |
450 | 23.22 | atmosphere | 1005.0 | 43200 | < th | dose dependent | no | NA | NA |
468 | 23.22 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 14 | 23 |
497 | 23.23 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 12 | 23 |
505 | 23.24 | temperature | 30.0 | 4320 | > th | dose dependent | rect. | 11 | 1 |
508 | 23.24 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 4 | 6 |
543 | 23.26 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 6 | 2 |
556 | 23.27 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 5 | 4 |
611 | 23.29 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 10 | 1 |
613 | 23.29 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 12 | 1 |
620 | 23.30 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 1 |
623 | 23.30 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 1 |
655 | 23.32 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 19 | 2 |
684 | 23.34 | atmosphere | 1005.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
724 | 23.36 | temperature | 30.0 | 4320 | < th | dose independent | sin | 8 | NA |
746 | 23.37 | temperature | 30.0 | 4320 | > th | dose independent | sin | 8 | NA |
748 | 23.37 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 1 |
834 | 23.41 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 2 |
872 | 23.43 | temperature | 30.0 | 4320 | > th | dose dependent | rect. | 8 | 4 |
904 | 23.45 | temperature | 25.0 | 4320 | > th | dose independent | sin | 11 | NA |
982 | 23.51 | radiation | 40.0 | 4320 | < th | dose independent | rect. | 12 | 3 |