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Os02g0674800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to OCL1 homeobox 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.19 | 0.216 | 12.3 | 0.134 | 0.23 | -0.315 | 0.231 | 0.744 | 0.154 | 1 | 25.28 | 671 | -- | -- |
22.35 | 0.22 | 12.4 | -0.0167 | 0.258 | -0.291 | 0.362 | -- | 0.113 | 1.5 | 25.3 | 724 | -- | -- |
21.38 | 0.215 | 12.3 | 0.165 | 0.24 | -0.324 | -- | 0.895 | 0.167 | 1.12 | 25.4 | 710 | -- | -- |
22.47 | 0.221 | 12.4 | -0.0607 | 0.172 | -0.277 | -- | -- | 0.0925 | 0.333 | 25.3 | 489 | -- | -- |
24.03 | 0.228 | 12.3 | 0.189 | -- | -0.295 | -- | 0.945 | 0.158 | -- | 25.8 | 1795 | -- | -- |
24.83 | 0.234 | 12.4 | -0.163 | 0.215 | -- | 0.259 | -- | -0.0156 | 3.3 | -- | -- | -- | -- |
25.01 | 0.234 | 12.4 | -0.168 | 0.22 | -- | -- | -- | -0.0172 | 3.71 | -- | -- | -- | -- |
22.84 | 0.223 | 12.4 | -0.0607 | -- | -0.252 | -- | -- | 0.0859 | -- | 25.6 | 211 | -- | -- |
22.63 | 0.222 | 12.4 | -- | 0.163 | -0.282 | -- | -- | 0.108 | 0.376 | 25.3 | 494 | -- | -- |
27.69 | 0.246 | 12.4 | -0.159 | -- | -- | -- | -- | -0.0114 | -- | -- | -- | -- | -- |
25.75 | 0.237 | 12.4 | -- | 0.217 | -- | -- | -- | 0.00147 | 3.71 | -- | -- | -- | -- |
23.03 | 0.224 | 12.4 | -- | -- | -0.254 | -- | -- | 0.0975 | -- | 25.69 | 214 | -- | -- |
28.36 | 0.249 | 12.4 | -- | -- | -- | -- | -- | 0.00624 | -- | -- | -- | -- | -- |
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 | 19.79 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 9 | 19 |
3 | 20.02 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 9 | 20 |
8 | 20.31 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 6 | 22 |
34 | 20.65 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 13 | 20 |
41 | 20.73 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 11 | 22 |
84 | 20.93 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 22 |
92 | 20.96 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 5 | 19 |
97 | 20.97 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 4 | 20 |
140 | 21.12 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 6 |
141 | 21.12 | temperature | 25.0 | 720 | > th | dose independent | rect. | 7 | 18 |
142 | 21.12 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 6 |
159 | 21.16 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 6 |
162 | 21.16 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 6 |
176 | 21.18 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 14 | 21 |
196 | 21.21 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 23 |
252 | 21.30 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 9 | 2 |
254 | 21.30 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 2 | 8 |
260 | 21.30 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 9 | 2 |
275 | 21.32 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 2 | 8 |
279 | 21.32 | temperature | 25.0 | 270 | < th | dose independent | rect. | 2 | 21 |
282 | 21.32 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 2 | 8 |
290 | 21.33 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 2 | 7 |
297 | 21.33 | temperature | 15.0 | 720 | > th | dose dependent | sin | 19 | NA |
299 | 21.34 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 9 | 2 |
303 | 21.34 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 22 |
304 | 21.34 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 9 | 2 |
313 | 21.35 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 3 | 5 |
324 | 21.35 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 2 | 8 |
334 | 21.36 | temperature | 25.0 | 720 | > th | dose independent | sin | 20 | NA |
335 | 21.36 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 13 | 2 |
336 | 21.36 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 2 | 7 |
342 | 21.36 | temperature | 25.0 | 720 | > th | dose dependent | sin | 16 | NA |
359 | 21.37 | temperature | 25.0 | 720 | > th | dose independent | rect. | 14 | 23 |
396 | 21.39 | temperature | 25.0 | 720 | > th | dose independent | rect. | 16 | 23 |
415 | 21.40 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 10 | 1 |
421 | 21.40 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 14 | 14 |
439 | 21.41 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 2 | 8 |
454 | 21.42 | temperature | 25.0 | 720 | > th | dose independent | rect. | 22 | 23 |
460 | 21.42 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 14 | 11 |
471 | 21.43 | temperature | 25.0 | 720 | > th | dose independent | no | NA | NA |
479 | 21.43 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 21 | 12 |
487 | 21.43 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 4 | 5 |
488 | 21.43 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 14 | 6 |
490 | 21.43 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 14 | 7 |
500 | 21.43 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 19 | 23 |
506 | 21.44 | temperature | 30.0 | 90 | < th | dose dependent | no | NA | NA |
510 | 21.44 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 14 | 9 |
527 | 21.45 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 1 |
555 | 21.46 | temperature | 25.0 | 90 | > th | dose independent | rect. | 9 | 19 |
623 | 21.48 | temperature | 25.0 | 720 | > th | dose independent | rect. | 20 | 23 |
647 | 21.49 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
648 | 21.49 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 13 | 2 |
653 | 21.49 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 9 | 19 |
656 | 21.49 | temperature | 25.0 | 720 | < th | dose independent | rect. | 7 | 23 |
673 | 21.49 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 16 | 20 |
678 | 21.50 | wind | 9.0 | 14400 | > th | dose independent | rect. | 3 | 9 |
705 | 21.51 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
706 | 21.51 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
712 | 21.51 | wind | 9.0 | 14400 | > th | dose independent | rect. | 23 | 13 |
754 | 21.52 | wind | 9.0 | 14400 | < th | dose independent | rect. | 1 | 11 |
759 | 21.52 | radiation | 1.0 | 720 | > th | dose independent | rect. | 16 | 14 |
767 | 21.52 | humidity | 60.0 | 43200 | < th | dose dependent | sin | 8 | NA |
789 | 21.53 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 9 | 3 |
795 | 21.53 | wind | 9.0 | 14400 | > th | dose independent | rect. | 20 | 17 |
836 | 21.54 | temperature | 25.0 | 720 | < th | dose independent | no | NA | NA |
840 | 21.54 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 9 | 3 |
875 | 21.55 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 7 | 8 |
888 | 21.55 | temperature | 25.0 | 720 | < th | dose independent | rect. | 10 | 23 |
889 | 21.55 | temperature | 25.0 | 720 | < th | dose independent | rect. | 14 | 23 |
931 | 21.56 | wind | 9.0 | 14400 | < th | dose independent | rect. | 23 | 13 |
944 | 21.56 | temperature | 20.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
992 | 21.57 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 1 | 15 |
997 | 21.57 | radiation | 1.0 | 720 | < th | dose independent | rect. | 5 | 18 |