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Os11g0261900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Metallophosphoesterase 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
372.17 | 0.906 | 5.64 | -0.71 | 2.5 | 1.31 | 1.66 | 0.926 | 0.38 | 18.6 | 20.31 | 576 | -- | -- |
374.03 | 0.901 | 5.67 | -0.865 | 2.51 | 1.19 | 1.97 | -- | 0.342 | 18.6 | 20.43 | 560 | -- | -- |
377.91 | 0.905 | 5.63 | -0.651 | 2.48 | 1.39 | -- | 1.45 | 0.407 | 18.7 | 20.2 | 518 | -- | -- |
383.61 | 0.912 | 5.67 | -0.92 | 2.51 | 1.21 | -- | -- | 0.34 | 18.6 | 20.4 | 532 | -- | -- |
583.36 | 1.12 | 5.62 | -0.697 | -- | 1.86 | -- | 1.5 | 0.389 | -- | 27.8 | 424 | -- | -- |
415.59 | 0.956 | 5.62 | -0.447 | 2.66 | -- | 2.06 | -- | 0.595 | 18.7 | -- | -- | -- | -- |
426.21 | 0.967 | 5.61 | -0.481 | 2.66 | -- | -- | -- | 0.6 | 18.7 | -- | -- | -- | -- |
584.35 | 1.13 | 5.62 | -0.931 | -- | 2.19 | -- | -- | 0.267 | -- | 28.29 | 468 | -- | -- |
403.36 | 0.935 | 5.63 | -- | 2.5 | 1.08 | -- | -- | 0.446 | 18.6 | 20.4 | 514 | -- | -- |
796.88 | 1.32 | 5.56 | -0.542 | -- | -- | -- | -- | 0.548 | -- | -- | -- | -- | -- |
432.31 | 0.973 | 5.6 | -- | 2.67 | -- | -- | -- | 0.654 | 18.7 | -- | -- | -- | -- |
606.84 | 1.15 | 5.6 | -- | -- | 2.09 | -- | -- | 0.382 | -- | 28.21 | 471 | -- | -- |
804.62 | 1.32 | 5.54 | -- | -- | -- | -- | -- | 0.608 | -- | -- | -- | -- | -- |
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 | 362.09 | temperature | 20 | 720 | > th | dose independent | rect. | 21 | 5 |
11 | 367.40 | temperature | 20 | 720 | > th | dose independent | rect. | 12 | 15 |
12 | 367.41 | wind | 7 | 720 | > th | dose independent | rect. | 17 | 1 |
13 | 368.07 | humidity | 90 | 4320 | < th | dose independent | rect. | 7 | 1 |
14 | 368.20 | humidity | 90 | 4320 | > th | dose independent | rect. | 7 | 1 |
17 | 368.87 | temperature | 20 | 270 | > th | dose independent | rect. | 21 | 11 |
18 | 369.09 | radiation | 10 | 720 | < th | dose independent | rect. | 14 | 3 |
19 | 369.24 | temperature | 20 | 90 | > th | dose independent | rect. | 12 | 16 |
22 | 369.60 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 1 |
24 | 369.70 | temperature | 20 | 720 | < th | dose independent | rect. | 22 | 5 |
28 | 370.07 | temperature | 20 | 720 | > th | dose independent | sin | 14 | NA |
33 | 370.45 | temperature | 20 | 720 | > th | dose independent | rect. | 12 | 21 |
40 | 370.79 | temperature | 20 | 720 | > th | dose independent | rect. | 14 | 19 |
41 | 370.82 | temperature | 20 | 720 | > th | dose independent | rect. | 20 | 13 |
44 | 370.85 | temperature | 20 | 720 | > th | dose independent | rect. | 20 | 21 |
49 | 371.01 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 1 |
54 | 371.13 | temperature | 20 | 720 | > th | dose independent | rect. | 5 | 22 |
61 | 371.27 | temperature | 20 | 1440 | < th | dose independent | rect. | 21 | 3 |
81 | 371.69 | wind | 7 | 720 | > th | dose dependent | rect. | 17 | 1 |
121 | 372.67 | wind | 7 | 720 | > th | dose independent | rect. | 16 | 6 |
125 | 372.72 | temperature | 20 | 720 | < th | dose independent | sin | 12 | NA |
129 | 372.76 | wind | 7 | 720 | > th | dose independent | rect. | 15 | 8 |
142 | 372.93 | temperature | 20 | 30 | > th | dose independent | rect. | 15 | 13 |
180 | 373.46 | radiation | 10 | 720 | < th | dose independent | rect. | 16 | 1 |
204 | 373.88 | temperature | 20 | 720 | < th | dose independent | rect. | 19 | 14 |
210 | 373.94 | temperature | 20 | 720 | < th | dose independent | rect. | 8 | 20 |
266 | 374.47 | wind | 7 | 720 | > th | dose dependent | rect. | 15 | 8 |
288 | 374.64 | humidity | 90 | 4320 | > th | dose dependent | rect. | 6 | 1 |
306 | 374.77 | wind | 7 | 720 | > th | dose dependent | rect. | 15 | 3 |
402 | 375.56 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
414 | 375.63 | temperature | 20 | 720 | > th | dose independent | no | NA | NA |
439 | 375.81 | temperature | 20 | 720 | > th | dose independent | rect. | 1 | 23 |
463 | 375.90 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 12 |
492 | 376.11 | wind | 7 | 720 | < th | dose independent | rect. | 15 | 15 |
520 | 376.31 | temperature | 20 | 1440 | < th | dose independent | rect. | 6 | 1 |
545 | 376.53 | wind | 7 | 720 | > th | dose independent | sin | 15 | NA |
546 | 376.54 | wind | 7 | 720 | > th | dose dependent | rect. | 17 | 5 |
566 | 376.70 | temperature | 20 | 720 | < th | dose independent | no | NA | NA |
575 | 376.76 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 1 |
591 | 376.96 | wind | 7 | 720 | < th | dose independent | rect. | 17 | 8 |
645 | 377.42 | temperature | 15 | 720 | > th | dose dependent | rect. | 5 | 4 |
660 | 377.57 | temperature | 20 | 720 | < th | dose independent | rect. | 1 | 23 |
677 | 377.74 | temperature | 20 | 720 | < th | dose independent | rect. | 1 | 2 |
723 | 378.00 | wind | 7 | 720 | > th | dose dependent | sin | 14 | NA |
762 | 378.32 | temperature | 20 | 30 | > th | dose independent | rect. | 23 | 5 |
809 | 378.66 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 8 |
824 | 378.75 | temperature | 20 | 720 | > th | dose independent | sin | 23 | NA |
836 | 378.84 | temperature | 10 | 270 | > th | dose dependent | sin | 5 | NA |
922 | 379.25 | temperature | 20 | 720 | > th | dose dependent | rect. | 6 | 1 |
955 | 379.42 | temperature | 10 | 90 | > th | dose dependent | rect. | 5 | 23 |
985 | 379.65 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 16 |