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Os06g0474900 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39.91 | 0.297 | 9.56 | -0.699 | 0.541 | -0.508 | 0.32 | -0.174 | 0.231 | 6.47 | 25.09 | 16 | -- | -- |
39.95 | 0.297 | 9.57 | -0.721 | 0.538 | -0.489 | 0.31 | -- | 0.227 | 6.51 | 25.1 | 19 | -- | -- |
40.15 | 0.297 | 9.56 | -0.694 | 0.54 | -0.496 | -- | -0.147 | 0.231 | 6.51 | 25.09 | 16 | -- | -- |
40.19 | 0.297 | 9.57 | -0.716 | 0.539 | -0.484 | -- | -- | 0.227 | 6.53 | 25.1 | 19 | -- | -- |
54.5 | 0.346 | 9.57 | -0.667 | -- | -0.546 | -- | -0.268 | 0.268 | -- | 23.28 | 9 | -- | -- |
43.54 | 0.309 | 9.54 | -0.608 | 0.527 | -- | 0.249 | -- | 0.324 | 7.22 | -- | -- | -- | -- |
43.7 | 0.31 | 9.54 | -0.603 | 0.527 | -- | -- | -- | 0.323 | 7.24 | -- | -- | -- | -- |
54.61 | 0.346 | 9.57 | -0.698 | -- | -0.509 | -- | -- | 0.261 | -- | 23.44 | 4 | -- | -- |
52.51 | 0.339 | 9.54 | -- | 0.523 | -0.216 | -- | -- | 0.353 | 7 | 25.1 | 19 | -- | -- |
58.42 | 0.357 | 9.56 | -0.593 | -- | -- | -- | -- | 0.332 | -- | -- | -- | -- | -- |
53.28 | 0.341 | 9.53 | -- | 0.521 | -- | -- | -- | 0.39 | 7.31 | -- | -- | -- | -- |
66.56 | 0.381 | 9.55 | -- | -- | -0.272 | -- | -- | 0.367 | -- | 23.3 | 3 | -- | -- |
67.7 | 0.384 | 9.54 | -- | -- | -- | -- | -- | 0.398 | -- | -- | -- | -- | -- |
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 | 39.43 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 22 | 16 |
9 | 39.47 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 22 | 20 |
39 | 39.58 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 20 |
55 | 39.63 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 9 | 22 |
65 | 39.66 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 20 | 10 |
82 | 39.69 | temperature | 20.0 | 10 | > th | dose independent | rect. | 18 | 22 |
91 | 39.71 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 17 | 22 |
121 | 39.82 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 17 | 19 |
129 | 39.84 | temperature | 25.0 | 30 | < th | dose dependent | sin | 8 | NA |
145 | 39.87 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 4 |
149 | 39.88 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 5 | 4 |
156 | 39.89 | temperature | 20.0 | 10 | < th | dose independent | rect. | 22 | 16 |
158 | 39.89 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
162 | 39.90 | temperature | 20.0 | 10 | < th | dose independent | rect. | 22 | 14 |
169 | 39.91 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 5 | 4 |
172 | 39.91 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 5 | 4 |
184 | 39.92 | temperature | 25.0 | 10 | < th | dose dependent | no | NA | NA |
188 | 39.92 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 13 | 23 |
193 | 39.93 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 13 |
194 | 39.93 | temperature | 20.0 | 10 | < th | dose independent | rect. | 17 | 21 |
198 | 39.93 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 13 |
200 | 39.93 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
205 | 39.94 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
206 | 39.94 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 5 | 2 |
207 | 39.94 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 12 |
218 | 39.94 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 11 | 23 |
220 | 39.95 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
221 | 39.95 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 10 |
222 | 39.95 | temperature | 20.0 | 10 | < th | dose independent | rect. | 17 | 19 |
231 | 39.96 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 13 |
232 | 39.96 | temperature | 20.0 | 10 | < th | dose independent | rect. | 20 | 18 |
236 | 39.96 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 4 | 13 |
238 | 39.96 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 1 | 23 |
240 | 39.97 | wind | 3.0 | 14400 | < th | dose independent | rect. | 20 | 9 |
243 | 39.97 | temperature | 20.0 | 10 | > th | dose independent | rect. | 13 | 23 |
252 | 39.98 | temperature | 20.0 | 10 | < th | dose independent | rect. | 20 | 16 |
259 | 39.98 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 5 | 23 |
284 | 40.01 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
290 | 40.02 | temperature | 20.0 | 10 | > th | dose independent | rect. | 9 | 23 |
302 | 40.03 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 22 | 9 |
319 | 40.05 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
323 | 40.05 | temperature | 20.0 | 10 | < th | dose independent | rect. | 22 | 21 |
350 | 40.07 | wind | 3.0 | 14400 | > th | dose independent | rect. | 20 | 9 |
371 | 40.08 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 21 | 4 |
381 | 40.09 | temperature | 20.0 | 10 | < th | dose independent | sin | 8 | NA |
394 | 40.10 | temperature | 20.0 | 30 | < th | dose independent | rect. | 9 | 22 |
409 | 40.11 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 10 |
427 | 40.12 | temperature | 20.0 | 10 | < th | dose independent | rect. | 20 | 23 |
453 | 40.14 | temperature | 20.0 | 10 | > th | dose independent | sin | 8 | NA |
454 | 40.14 | temperature | 20.0 | 10 | > th | dose independent | no | NA | NA |
481 | 40.15 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 4 | 9 |
500 | 40.16 | temperature | 20.0 | 10 | > th | dose independent | rect. | 23 | 23 |
501 | 40.16 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
570 | 40.19 | temperature | 20.0 | 10 | < th | dose independent | rect. | 5 | 23 |
588 | 40.20 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 1 |
589 | 40.20 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 1 |
591 | 40.20 | humidity | 80.0 | 720 | < th | dose independent | rect. | 5 | 12 |
600 | 40.20 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 23 | 1 |
601 | 40.20 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 1 |
602 | 40.20 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 1 |
613 | 40.21 | temperature | 20.0 | 10 | < th | dose independent | no | NA | NA |
618 | 40.21 | temperature | 20.0 | 10 | < th | dose independent | rect. | 22 | 9 |
620 | 40.21 | humidity | 80.0 | 720 | < th | dose independent | rect. | 7 | 10 |
624 | 40.21 | temperature | 20.0 | 10 | < th | dose independent | rect. | 13 | 23 |
665 | 40.23 | temperature | 20.0 | 10 | < th | dose independent | rect. | 3 | 23 |
666 | 40.23 | temperature | 20.0 | 10 | < th | dose independent | rect. | 11 | 23 |
748 | 40.29 | temperature | 20.0 | 30 | < th | dose independent | rect. | 17 | 14 |
752 | 40.29 | temperature | 20.0 | 10 | < th | dose independent | rect. | 1 | 23 |
759 | 40.29 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 14 | 3 |
790 | 40.31 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 5 |
816 | 40.32 | temperature | 20.0 | 10 | < th | dose independent | rect. | 20 | 11 |
834 | 40.33 | humidity | 80.0 | 720 | < th | dose independent | rect. | 8 | 1 |
850 | 40.33 | temperature | 20.0 | 10 | > th | dose independent | rect. | 7 | 23 |
858 | 40.33 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 22 | 22 |
876 | 40.35 | wind | 3.0 | 14400 | < th | dose independent | rect. | 2 | 2 |
922 | 40.37 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 17 | 14 |
928 | 40.38 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 5 |
974 | 40.40 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 1 |
998 | 40.41 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |