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Os07g0286100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Cyclin-like F-box domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
288.32 | 0.798 | 3.05 | -0.483 | 0.296 | 0.536 | -0.13 | -1.18 | -0.518 | 3.13 | 25.4 | 300 | -- | -- |
291.07 | 0.795 | 3.01 | -0.148 | 0.323 | 0.499 | 0.272 | -- | -0.4 | 3.13 | 25.53 | 256 | -- | -- |
286.87 | 0.789 | 3.04 | -0.475 | 0.246 | 0.571 | -- | -1.22 | -0.505 | 3.6 | 25.6 | 414 | -- | -- |
290.78 | 0.794 | 3.01 | -0.168 | 0.233 | 0.524 | -- | -- | -0.417 | 3.79 | 25.53 | 414 | -- | -- |
287.39 | 0.79 | 3.05 | -0.591 | -- | 0.593 | -- | -1.56 | -0.513 | -- | 25.66 | 692 | -- | -- |
300.93 | 0.813 | 2.97 | -0.0326 | 0.209 | -- | -0.367 | -- | -0.197 | 20.6 | -- | -- | -- | -- |
301.36 | 0.813 | 2.97 | -0.0214 | 0.209 | -- | -- | -- | -0.198 | 20.9 | -- | -- | -- | -- |
290.95 | 0.794 | 3.02 | -0.172 | -- | 0.52 | -- | -- | -0.411 | -- | 25.6 | 700 | -- | -- |
291.49 | 0.795 | 3.01 | -- | 0.216 | 0.493 | -- | -- | -0.387 | 3.65 | 25.6 | 414 | -- | -- |
303.86 | 0.815 | 2.97 | -0.0213 | -- | -- | -- | -- | -0.199 | -- | -- | -- | -- | -- |
301.37 | 0.812 | 2.97 | -- | 0.209 | -- | -- | -- | -0.195 | 20.9 | -- | -- | -- | -- |
291.66 | 0.795 | 3.01 | -- | -- | 0.514 | -- | -- | -0.358 | -- | 25.6 | 719 | -- | -- |
303.87 | 0.814 | 2.97 | -- | -- | -- | -- | -- | -0.197 | -- | -- | -- | -- | -- |
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 | 284.98 | wind | 9 | 10 | > th | dose independent | rect. | 15 | 1 |
9 | 284.98 | wind | 9 | 10 | > th | dose dependent | rect. | 15 | 1 |
17 | 285.03 | humidity | 70 | 10 | < th | dose independent | rect. | 15 | 5 |
31 | 285.34 | temperature | 25 | 270 | > th | dose independent | rect. | 11 | 21 |
43 | 285.75 | temperature | 25 | 270 | > th | dose independent | rect. | 12 | 16 |
58 | 286.11 | humidity | 70 | 10 | < th | dose independent | rect. | 15 | 3 |
60 | 286.19 | temperature | 20 | 720 | > th | dose dependent | rect. | 12 | 15 |
75 | 286.50 | temperature | 25 | 720 | > th | dose dependent | rect. | 13 | 19 |
94 | 286.72 | temperature | 25 | 720 | > th | dose dependent | rect. | 13 | 5 |
95 | 286.73 | temperature | 25 | 720 | > th | dose dependent | rect. | 15 | 3 |
113 | 286.90 | temperature | 25 | 720 | > th | dose dependent | rect. | 13 | 9 |
126 | 287.00 | temperature | 30 | 720 | < th | dose independent | rect. | 14 | 6 |
134 | 287.07 | temperature | 25 | 270 | < th | dose independent | rect. | 8 | 18 |
189 | 287.35 | temperature | 30 | 720 | > th | dose independent | rect. | 13 | 4 |
196 | 287.40 | temperature | 30 | 720 | < th | dose independent | rect. | 14 | 15 |
199 | 287.40 | temperature | 25 | 720 | > th | dose dependent | sin | 16 | NA |
205 | 287.44 | humidity | 70 | 10 | < th | dose independent | rect. | 15 | 1 |
217 | 287.51 | temperature | 20 | 720 | > th | dose dependent | sin | 18 | NA |
225 | 287.55 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 15 |
227 | 287.57 | humidity | 80 | 10 | < th | dose dependent | rect. | 15 | 6 |
241 | 287.63 | temperature | 25 | 270 | < th | dose independent | rect. | 14 | 12 |
249 | 287.66 | temperature | 25 | 270 | > th | dose independent | sin | 17 | NA |
252 | 287.66 | temperature | 30 | 720 | < th | dose dependent | rect. | 16 | 3 |
253 | 287.67 | temperature | 30 | 720 | > th | dose independent | rect. | 15 | 2 |
274 | 287.73 | humidity | 80 | 10 | < th | dose dependent | rect. | 15 | 11 |
292 | 287.80 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 11 |
296 | 287.81 | temperature | 10 | 720 | > th | dose dependent | rect. | 11 | 13 |
337 | 287.96 | wind | 9 | 30 | > th | dose dependent | rect. | 15 | 11 |
370 | 288.02 | wind | 9 | 30 | > th | dose dependent | rect. | 15 | 7 |
384 | 288.04 | atmosphere | 1000 | 30 | < th | dose dependent | rect. | 17 | 5 |
416 | 288.14 | temperature | 25 | 270 | < th | dose independent | sin | 17 | NA |
417 | 288.14 | temperature | 25 | 270 | < th | dose independent | rect. | 14 | 22 |
429 | 288.18 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 2 |
431 | 288.18 | temperature | 10 | 720 | > th | dose dependent | rect. | 11 | 7 |
456 | 288.30 | temperature | 10 | 720 | > th | dose dependent | rect. | 11 | 21 |
467 | 288.34 | temperature | 30 | 720 | < th | dose independent | rect. | 23 | 21 |
479 | 288.40 | temperature | 30 | 720 | < th | dose independent | rect. | 8 | 10 |
502 | 288.49 | temperature | 25 | 10 | < th | dose independent | rect. | 17 | 9 |
624 | 288.72 | atmosphere | 1000 | 10 | < th | dose independent | rect. | 17 | 5 |
647 | 288.76 | temperature | 25 | 720 | > th | dose independent | rect. | 6 | 21 |
678 | 288.82 | temperature | 30 | 720 | < th | dose dependent | rect. | 11 | 17 |
680 | 288.82 | temperature | 30 | 720 | < th | dose dependent | rect. | 9 | 19 |
729 | 288.90 | temperature | 30 | 720 | < th | dose dependent | rect. | 13 | 15 |
757 | 288.96 | temperature | 30 | 720 | < th | dose independent | rect. | 8 | 12 |
812 | 289.07 | temperature | 25 | 270 | > th | dose independent | no | NA | NA |
821 | 289.08 | humidity | 50 | 4320 | > th | dose independent | rect. | 13 | 2 |
873 | 289.16 | temperature | 30 | 720 | < th | dose independent | rect. | 24 | 18 |
898 | 289.19 | temperature | 30 | 720 | < th | dose independent | rect. | 6 | 14 |
902 | 289.19 | temperature | 20 | 720 | > th | dose dependent | rect. | 2 | 23 |
908 | 289.20 | temperature | 25 | 270 | > th | dose independent | rect. | 20 | 23 |
913 | 289.21 | temperature | 25 | 720 | > th | dose independent | rect. | 2 | 23 |
933 | 289.24 | temperature | 30 | 720 | < th | dose dependent | sin | 19 | NA |
942 | 289.25 | temperature | 30 | 270 | < th | dose dependent | rect. | 15 | 12 |
950 | 289.26 | temperature | 30 | 270 | < th | dose dependent | rect. | 14 | 21 |
991 | 289.31 | temperature | 30 | 720 | < th | dose dependent | rect. | 11 | 9 |
1000 | 289.31 | temperature | 10 | 720 | > th | dose dependent | rect. | 5 | 18 |