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Os01g0933300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : 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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
192.74 | 0.652 | 2.98 | 0.176 | 0.0218 | -2.25 | 0.259 | -4.79 | 0.0045 | 22.9 | 8.93 | 79 | -- | -- |
195.35 | 0.651 | 2.96 | 0.158 | 0.00974 | -1.15 | 0.125 | -- | 0.0157 | 22.8 | 8.948 | 91 | -- | -- |
192.68 | 0.647 | 2.98 | 0.184 | 0.021 | -2.23 | -- | -4.81 | 0.0102 | 18.8 | 8.988 | 63 | -- | -- |
195.33 | 0.651 | 2.96 | 0.151 | 0.0334 | -1.1 | -- | -- | 0.0171 | 18.9 | 8.9 | 91 | -- | -- |
192.74 | 0.647 | 2.98 | 0.187 | -- | -2.3 | -- | -4.97 | 0.00529 | -- | 8.982 | 63 | -- | -- |
199.11 | 0.662 | 2.97 | 0.0792 | 0.0736 | -- | -0.248 | -- | -0.0175 | 15.8 | -- | -- | -- | -- |
199.27 | 0.661 | 2.97 | 0.0755 | 0.0762 | -- | -- | -- | -0.0189 | 16.8 | -- | -- | -- | -- |
195.4 | 0.651 | 2.96 | 0.148 | -- | -1.13 | -- | -- | 0.00875 | -- | 8.906 | 91 | -- | -- |
195.88 | 0.652 | 2.96 | -- | 0.0382 | -1.06 | -- | -- | -0.00266 | 18.2 | 9 | 91 | -- | -- |
199.58 | 0.66 | 2.97 | 0.0726 | -- | -- | -- | -- | -0.0208 | -- | -- | -- | -- | -- |
199.42 | 0.661 | 2.97 | -- | 0.0748 | -- | -- | -- | -0.0273 | 16.8 | -- | -- | -- | -- |
195.96 | 0.652 | 2.96 | -- | -- | -1.06 | -- | -- | -0.00917 | -- | 8.971 | 91 | -- | -- |
199.72 | 0.66 | 2.97 | -- | -- | -- | -- | -- | -0.0289 | -- | -- | -- | -- | -- |
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 | 187.95 | wind | 1.0 | 10 | < th | dose dependent | rect. | 1 | 1 |
5 | 188.96 | wind | 1.0 | 10 | < th | dose independent | rect. | 1 | 1 |
17 | 190.06 | humidity | 60.0 | 10 | < th | dose dependent | rect. | 16 | 18 |
19 | 190.15 | humidity | 60.0 | 30 | < th | dose independent | rect. | 18 | 16 |
21 | 190.19 | humidity | 60.0 | 30 | < th | dose dependent | rect. | 18 | 16 |
22 | 190.20 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 2 |
24 | 190.26 | humidity | 60.0 | 10 | < th | dose independent | rect. | 16 | 18 |
25 | 190.28 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 3 | 6 |
27 | 190.33 | humidity | 60.0 | 270 | < th | dose dependent | rect. | 18 | 16 |
28 | 190.45 | humidity | 60.0 | 10 | < th | dose dependent | sin | 11 | NA |
29 | 190.47 | humidity | 60.0 | 4320 | < th | dose independent | rect. | 8 | 1 |
44 | 190.53 | wind | 1.0 | 1440 | < th | dose independent | rect. | 13 | 3 |
45 | 190.54 | wind | 1.0 | 10 | < th | dose dependent | rect. | 7 | 5 |
47 | 190.57 | humidity | 60.0 | 4320 | < th | dose dependent | rect. | 8 | 1 |
67 | 190.69 | humidity | 60.0 | 10 | < th | dose dependent | rect. | 14 | 21 |
68 | 190.70 | wind | 1.0 | 10 | < th | dose independent | rect. | 7 | 6 |
74 | 190.74 | wind | 1.0 | 10 | < th | dose dependent | rect. | 9 | 16 |
77 | 190.75 | humidity | 60.0 | 1440 | > th | dose independent | rect. | 20 | 13 |
78 | 190.75 | wind | 1.0 | 10 | < th | dose dependent | rect. | 8 | 14 |
80 | 190.78 | wind | 1.0 | 1440 | > th | dose independent | rect. | 13 | 3 |
84 | 190.81 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 23 | 1 |
85 | 190.81 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 23 | 1 |
87 | 190.82 | wind | 1.0 | 10 | < th | dose independent | rect. | 8 | 17 |
96 | 190.90 | humidity | 60.0 | 30 | < th | dose independent | sin | 11 | NA |
107 | 190.98 | humidity | 60.0 | 30 | > th | dose independent | sin | 11 | NA |
110 | 190.99 | humidity | 60.0 | 270 | < th | dose independent | rect. | 8 | 1 |
137 | 190.99 | humidity | 60.0 | 270 | < th | dose dependent | rect. | 8 | 1 |
174 | 191.08 | wind | 1.0 | 10 | < th | dose dependent | rect. | 8 | 8 |
193 | 191.10 | radiation | 30.0 | 90 | > th | dose dependent | rect. | 15 | 18 |
201 | 191.13 | wind | 1.0 | 1440 | > th | dose independent | rect. | 13 | 5 |
202 | 191.14 | temperature | 30.0 | 10 | < th | dose independent | rect. | 1 | 23 |
210 | 191.18 | humidity | 60.0 | 10 | < th | dose independent | rect. | 9 | 1 |
272 | 191.19 | humidity | 60.0 | 10 | < th | dose dependent | rect. | 9 | 1 |
384 | 191.27 | wind | 9.0 | 30 | < th | dose independent | sin | 16 | NA |
441 | 191.41 | wind | 1.0 | 10 | < th | dose independent | rect. | 8 | 10 |
449 | 191.44 | wind | 1.0 | 10 | < th | dose independent | rect. | 8 | 8 |
462 | 191.48 | humidity | 60.0 | 10 | < th | dose independent | rect. | 14 | 21 |
524 | 191.63 | radiation | 40.0 | 30 | > th | dose dependent | rect. | 9 | 2 |
568 | 191.66 | radiation | 40.0 | 90 | > th | dose independent | rect. | 15 | 18 |
580 | 191.70 | radiation | 40.0 | 90 | > th | dose independent | rect. | 8 | 1 |
674 | 191.91 | wind | 1.0 | 10 | < th | dose dependent | sin | 21 | NA |
689 | 191.97 | radiation | 40.0 | 90 | < th | dose independent | sin | 12 | NA |
704 | 192.00 | radiation | 40.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
705 | 192.00 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 1 |
721 | 192.00 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 1 |
767 | 192.11 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 1 |
768 | 192.11 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 1 |
820 | 192.20 | wind | 1.0 | 10 | < th | dose dependent | rect. | 1 | 6 |
836 | 192.30 | wind | 7.0 | 10 | > th | dose dependent | rect. | 15 | 1 |
889 | 192.34 | wind | 3.0 | 10 | > th | dose dependent | rect. | 7 | 9 |
901 | 192.34 | wind | 9.0 | 90 | > th | dose dependent | rect. | 14 | 21 |
903 | 192.35 | wind | 7.0 | 10 | > th | dose dependent | sin | 17 | NA |
942 | 192.40 | wind | 7.0 | 10 | > th | dose dependent | rect. | 15 | 21 |
950 | 192.45 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 8 | 1 |
953 | 192.46 | wind | 1.0 | 90 | < th | dose independent | rect. | 24 | 1 |
956 | 192.47 | radiation | 40.0 | 10 | > th | dose dependent | sin | 12 | NA |
991 | 192.51 | humidity | 80.0 | 270 | < th | dose dependent | rect. | 5 | 2 |
993 | 192.52 | wind | 9.0 | 90 | > th | dose independent | rect. | 14 | 21 |
999 | 192.53 | wind | 5.0 | 10 | > th | dose independent | rect. | 15 | 1 |