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Os01g0351100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Poly [ADP-ribose] polymerase (EC 2.4.2.30) (PARP) (ADPRT) (NAD(+) ADP- ribosyltransferase) (Poly[ADP-ribose] synthetase).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
104.13 | 0.479 | 6.81 | -1.07 | 0.261 | -0.311 | 0.386 | 2.65 | 0.123 | 1.54 | 24.1 | 699 | -- | -- |
112.24 | 0.493 | 6.76 | -0.704 | 0.225 | -0.769 | 0.373 | -- | 0.205 | 3.04 | 22.33 | 841 | -- | -- |
104.63 | 0.476 | 6.81 | -1.08 | 0.263 | -0.31 | -- | 2.6 | 0.126 | 1.35 | 24.2 | 649 | -- | -- |
111.2 | 0.491 | 6.78 | -0.668 | 0.236 | -0.615 | -- | -- | 0.238 | 24 | 19.56 | 2390 | -- | -- |
108.72 | 0.486 | 6.81 | -1.09 | -- | -0.415 | -- | 2.48 | 0.11 | -- | 24.66 | 703 | -- | -- |
118.59 | 0.511 | 6.74 | -0.502 | 0.294 | -- | -0.0906 | -- | 0.315 | 0.729 | -- | -- | -- | -- |
118.62 | 0.51 | 6.74 | -0.499 | 0.295 | -- | -- | -- | 0.315 | 0.874 | -- | -- | -- | -- |
113.08 | 0.495 | 6.76 | -0.835 | -- | -1.15 | -- | -- | 0.196 | -- | 19.08 | 2297 | -- | -- |
119.2 | 0.511 | 6.73 | -- | 0.315 | -1.74 | -- | -- | 0.361 | 0.712 | 14.7 | 756 | -- | -- |
124.03 | 0.52 | 6.74 | -0.488 | -- | -- | -- | -- | 0.321 | -- | -- | -- | -- | -- |
125.18 | 0.523 | 6.73 | -- | 0.287 | -- | -- | -- | 0.371 | 0.797 | -- | -- | -- | -- |
124.69 | 0.52 | 6.73 | -- | -- | -1.64 | -- | -- | 0.362 | -- | 14.73 | 749 | -- | -- |
130.32 | 0.533 | 6.72 | -- | -- | -- | -- | -- | 0.375 | -- | -- | -- | -- | -- |
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 | 100.56 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
2 | 101.06 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
4 | 101.19 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
6 | 101.48 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 9 | 5 |
11 | 101.61 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 6 |
12 | 101.61 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 6 |
13 | 101.62 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 7 | 3 |
14 | 101.62 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 7 | 3 |
25 | 101.71 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 6 |
27 | 101.71 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 6 |
28 | 101.73 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
30 | 101.75 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 7 | 3 |
31 | 101.75 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 7 | 3 |
33 | 101.76 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 13 |
40 | 101.79 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 10 | NA |
53 | 101.86 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 13 | 17 |
54 | 101.87 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 9 | 4 |
61 | 101.89 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 2 | 8 |
62 | 101.89 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 15 |
71 | 101.94 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 23 | 11 |
76 | 101.96 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 19 | 9 |
99 | 102.03 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 12 | 19 |
108 | 102.05 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 24 | 14 |
123 | 102.08 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 17 |
146 | 102.14 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 6 |
275 | 102.52 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 9 | 1 |
315 | 102.68 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
318 | 102.69 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
322 | 102.72 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
341 | 102.74 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 18 | 16 |
357 | 102.79 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 9 | 1 |
361 | 102.79 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 9 | 1 |
367 | 102.80 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 9 | 1 |
368 | 102.80 | temperature | 25.0 | 720 | < th | dose dependent | sin | 14 | NA |
370 | 102.80 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 9 | 1 |
379 | 102.82 | temperature | 20.0 | 720 | < th | dose independent | rect. | 12 | 19 |
396 | 102.88 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
431 | 102.92 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 7 | 8 |
439 | 102.94 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 7 | 8 |
440 | 102.94 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 7 | 1 |
508 | 103.13 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 5 |
509 | 103.13 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
511 | 103.13 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 23 | 2 |
519 | 103.15 | wind | 7.0 | 43200 | > th | dose independent | rect. | 4 | 9 |
536 | 103.18 | wind | 7.0 | 43200 | < th | dose independent | rect. | 4 | 9 |
541 | 103.18 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 12 | 18 |
554 | 103.20 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 6 | 3 |
564 | 103.22 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
565 | 103.22 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
566 | 103.22 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
569 | 103.22 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 18 | 4 |
580 | 103.23 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 3 |
589 | 103.24 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 6 | 9 |
609 | 103.27 | wind | 7.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
613 | 103.27 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 14 |
616 | 103.28 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
617 | 103.28 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 12 | 2 |
631 | 103.31 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
650 | 103.33 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 10 |
656 | 103.34 | wind | 7.0 | 43200 | > th | dose independent | rect. | 7 | 6 |
662 | 103.35 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 7 | 2 |
670 | 103.36 | wind | 7.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
672 | 103.36 | wind | 7.0 | 43200 | < th | dose independent | rect. | 7 | 6 |
696 | 103.39 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
704 | 103.40 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 7 | 2 |
711 | 103.41 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 14 | 1 |
714 | 103.41 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 12 | 3 |
740 | 103.43 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 19 | 9 |
753 | 103.45 | wind | 7.0 | 43200 | < th | dose independent | rect. | 9 | 3 |
782 | 103.48 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 5 | 17 |
783 | 103.48 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 7 | 20 |
784 | 103.48 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
794 | 103.49 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
808 | 103.49 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 7 | 18 |
823 | 103.51 | temperature | 20.0 | 43200 | > th | dose independent | sin | 17 | NA |
826 | 103.51 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 3 |
836 | 103.52 | temperature | 20.0 | 43200 | < th | dose independent | sin | 17 | NA |
863 | 103.53 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 7 | 15 |
877 | 103.54 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 7 | 18 |
902 | 103.55 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 4 | 18 |
930 | 103.57 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 2 |
969 | 103.59 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 7 |