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Os01g0736900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Reticulon family 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.72 | 0.273 | 12.9 | 0.166 | 0.166 | -0.964 | 0.0543 | -0.442 | 0.165 | 10.1 | 6.81 | 96 | -- | -- |
33.79 | 0.271 | 12.9 | 0.165 | 0.136 | -0.961 | 0.592 | -- | 0.16 | 11.8 | 6.667 | 84 | -- | -- |
33.72 | 0.27 | 12.9 | 0.167 | 0.161 | -0.97 | -- | -0.478 | 0.165 | 9.89 | 6.728 | 95 | -- | -- |
35.04 | 0.276 | 12.9 | 0.169 | 0.141 | -0.988 | -- | -- | 0.162 | 9.61 | 6.49 | 95 | -- | -- |
34.21 | 0.272 | 12.9 | 0.17 | -- | -1.06 | -- | -0.476 | 0.152 | -- | 6.689 | 81 | -- | -- |
46.81 | 0.321 | 12.9 | 0.157 | 1.24 | -- | 0.622 | -- | 0.223 | 12.3 | -- | -- | -- | -- |
48.47 | 0.326 | 12.9 | 0.181 | 1.24 | -- | -- | -- | 0.226 | 12.3 | -- | -- | -- | -- |
35.54 | 0.278 | 12.9 | 0.175 | -- | -1.06 | -- | -- | 0.154 | -- | 6.49 | 84 | -- | -- |
35.76 | 0.279 | 12.9 | -- | 0.136 | -1.01 | -- | -- | 0.145 | 8.87 | 6.32 | 99 | -- | -- |
144.8 | 0.562 | 12.9 | 0.139 | -- | -- | -- | -- | 0.206 | -- | -- | -- | -- | -- |
49.33 | 0.329 | 12.9 | -- | 1.24 | -- | -- | -- | 0.206 | 12.3 | -- | -- | -- | -- |
36.34 | 0.281 | 12.9 | -- | -- | -1.06 | -- | -- | 0.135 | -- | 6.288 | 84 | -- | -- |
145.31 | 0.563 | 12.9 | -- | -- | -- | -- | -- | 0.191 | -- | -- | -- | -- | -- |
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 | 32.01 | radiation | 1.0 | 90 | < th | dose dependent | sin | 0 | NA |
2 | 32.20 | radiation | 1.0 | 90 | < th | dose independent | sin | 0 | NA |
3 | 32.21 | radiation | 1.0 | 90 | > th | dose independent | sin | 0 | NA |
7 | 33.24 | radiation | 1.0 | 90 | < th | dose independent | rect. | 3 | 17 |
8 | 33.75 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 3 | 17 |
16 | 34.31 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 13 | 20 |
20 | 34.34 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 5 | 14 |
31 | 34.57 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 9 | 23 |
33 | 34.57 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 15 | 23 |
35 | 34.62 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 7 | 23 |
40 | 34.77 | radiation | 10.0 | 90 | < th | dose dependent | no | NA | NA |
45 | 34.94 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 15 | 18 |
54 | 35.03 | radiation | 1.0 | 30 | > th | dose independent | rect. | 6 | 13 |
72 | 35.15 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 17 |
81 | 35.25 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 1 | 22 |
90 | 35.47 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 3 | 17 |
96 | 35.51 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 6 | 21 |
109 | 35.72 | radiation | 1.0 | 270 | > th | dose independent | rect. | 18 | 22 |
127 | 35.83 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 21 |
133 | 35.86 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 23 | 23 |
152 | 35.93 | humidity | 90.0 | 30 | < th | dose independent | rect. | 6 | 12 |
159 | 35.96 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 21 | 23 |
160 | 35.97 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 21 |
180 | 36.03 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 22 |
343 | 37.03 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 9 | 10 |
346 | 37.03 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 20 | 22 |
457 | 37.39 | radiation | 30.0 | 270 | < th | dose independent | rect. | 15 | 14 |
460 | 37.40 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 6 | 12 |
464 | 37.42 | humidity | 90.0 | 30 | < th | dose independent | rect. | 20 | 22 |
468 | 37.44 | radiation | 1.0 | 90 | < th | dose independent | rect. | 7 | 12 |
499 | 37.55 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
541 | 37.63 | radiation | 1.0 | 720 | > th | dose independent | rect. | 12 | 19 |
546 | 37.64 | radiation | 1.0 | 90 | > th | dose independent | no | NA | NA |
599 | 37.66 | radiation | 1.0 | 90 | < th | dose independent | no | NA | NA |
600 | 37.66 | radiation | 1.0 | 90 | < th | dose independent | rect. | 9 | 23 |
604 | 37.67 | radiation | 1.0 | 90 | < th | dose independent | rect. | 12 | 23 |
627 | 37.71 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 17 | 2 |
644 | 37.76 | radiation | 1.0 | 90 | < th | dose independent | rect. | 9 | 10 |
652 | 37.77 | radiation | 1.0 | 90 | < th | dose independent | rect. | 15 | 23 |
692 | 37.87 | humidity | 90.0 | 30 | < th | dose independent | rect. | 23 | 19 |
697 | 37.87 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 14 |
711 | 37.92 | humidity | 80.0 | 10 | > th | dose independent | rect. | 3 | 17 |
712 | 37.92 | radiation | 10.0 | 720 | < th | dose dependent | rect. | 17 | 2 |
721 | 37.93 | temperature | 20.0 | 90 | > th | dose independent | rect. | 6 | 11 |
727 | 37.94 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 21 | 7 |
729 | 37.94 | humidity | 50.0 | 270 | > th | dose independent | rect. | 15 | 14 |
780 | 38.05 | radiation | 1.0 | 720 | < th | dose independent | rect. | 17 | 2 |
814 | 38.10 | radiation | 1.0 | 90 | < th | dose independent | rect. | 17 | 23 |
834 | 38.15 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 10 |
835 | 38.15 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 10 |
861 | 38.21 | temperature | 25.0 | 30 | < th | dose independent | rect. | 3 | 18 |
865 | 38.22 | humidity | 80.0 | 10 | > th | dose dependent | sin | 0 | NA |
922 | 38.32 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 21 | 7 |
969 | 38.38 | humidity | 50.0 | 90 | > th | dose independent | rect. | 17 | 13 |
976 | 38.40 | temperature | 15.0 | 270 | > th | dose independent | rect. | 20 | 4 |
980 | 38.40 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 20 | 13 |
989 | 38.41 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 20 | 4 |
995 | 38.42 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 14 |