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Os07g0498300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25.08 | 0.235 | 12.8 | -0.514 | 0.287 | -0.411 | -0.182 | 0.792 | -0.158 | 23.2 | 22.3 | 1531 | -- | -- |
26.21 | 0.238 | 12.8 | -0.443 | 0.294 | -0.68 | -0.0562 | -- | -0.0778 | 23.2 | 18.5 | 4835 | -- | -- |
25.22 | 0.234 | 12.8 | -0.514 | 0.288 | -0.411 | -- | 0.8 | -0.159 | 23.3 | 22.4 | 1575 | -- | -- |
26.19 | 0.238 | 12.8 | -0.486 | 0.297 | -0.73 | -- | -- | -0.105 | 23.2 | 18.5 | 4840 | -- | -- |
28.52 | 0.249 | 12.8 | -0.453 | -- | -0.428 | -- | 0.694 | -0.149 | -- | 22.34 | 916 | -- | -- |
33.04 | 0.269 | 12.7 | -0.102 | 0.295 | -- | -0.207 | -- | 0.0489 | 23.3 | -- | -- | -- | -- |
33.22 | 0.27 | 12.7 | -0.094 | 0.295 | -- | -- | -- | 0.0496 | 23.4 | -- | -- | -- | -- |
30.12 | 0.256 | 12.8 | -0.227 | -- | -0.429 | -- | -- | -0.0948 | -- | 22.4 | 922 | -- | -- |
28.11 | 0.247 | 12.7 | -- | 0.261 | -0.351 | -- | -- | -0.0485 | 23 | 22.36 | 1225 | -- | -- |
38.69 | 0.291 | 12.7 | -0.0864 | -- | -- | -- | -- | 0.0525 | -- | -- | -- | -- | -- |
33.45 | 0.271 | 12.7 | -- | 0.295 | -- | -- | -- | 0.06 | 23.3 | -- | -- | -- | -- |
31.37 | 0.261 | 12.7 | -- | -- | -0.388 | -- | -- | -0.0577 | -- | 22.4 | 903 | -- | -- |
38.89 | 0.291 | 12.7 | -- | -- | -- | -- | -- | 0.0621 | -- | -- | -- | -- | -- |
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 | 24.95 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 23 |
3 | 25.05 | temperature | 15 | 720 | > th | dose dependent | rect. | 11 | 22 |
6 | 25.09 | temperature | 30 | 1440 | < th | dose dependent | rect. | 12 | 17 |
37 | 25.19 | temperature | 30 | 1440 | < th | dose dependent | sin | 16 | NA |
78 | 25.25 | temperature | 30 | 270 | < th | dose dependent | rect. | 7 | 23 |
115 | 25.33 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 13 |
129 | 25.34 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 1 |
138 | 25.34 | temperature | 30 | 1440 | < th | dose dependent | rect. | 2 | 20 |
143 | 25.35 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 14 |
163 | 25.36 | temperature | 25 | 4320 | > th | dose independent | rect. | 12 | 1 |
164 | 25.36 | temperature | 30 | 1440 | < th | dose dependent | no | NA | NA |
165 | 25.36 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 5 |
183 | 25.37 | temperature | 25 | 4320 | < th | dose independent | rect. | 11 | 2 |
205 | 25.37 | temperature | 30 | 1440 | < th | dose dependent | rect. | 19 | 23 |
209 | 25.38 | temperature | 10 | 1440 | > th | dose dependent | sin | 15 | NA |
229 | 25.39 | humidity | 90 | 14400 | < th | dose independent | rect. | 22 | 9 |
230 | 25.39 | temperature | 10 | 1440 | > th | dose dependent | rect. | 20 | 1 |
258 | 25.39 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 23 |
284 | 25.41 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 17 |
286 | 25.41 | temperature | 15 | 720 | > th | dose dependent | no | NA | NA |
308 | 25.42 | temperature | 25 | 4320 | > th | dose independent | rect. | 11 | 3 |
327 | 25.42 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 23 |
332 | 25.43 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 17 |
354 | 25.43 | temperature | 10 | 270 | > th | dose dependent | rect. | 3 | 23 |
478 | 25.48 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 1 |
508 | 25.49 | humidity | 90 | 14400 | < th | dose independent | rect. | 23 | 2 |
540 | 25.50 | temperature | 10 | 1440 | > th | dose dependent | rect. | 17 | 5 |
594 | 25.51 | temperature | 10 | 1440 | > th | dose dependent | rect. | 1 | 21 |
658 | 25.53 | temperature | 30 | 270 | < th | dose dependent | no | NA | NA |
704 | 25.53 | temperature | 30 | 270 | < th | dose dependent | rect. | 20 | 23 |
705 | 25.54 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 4 |
706 | 25.54 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 4 |
761 | 25.55 | radiation | 1 | 14400 | < th | dose independent | sin | 9 | NA |
817 | 25.56 | radiation | 1 | 14400 | > th | dose independent | sin | 9 | NA |
916 | 25.58 | humidity | 90 | 14400 | < th | dose independent | rect. | 22 | 5 |
925 | 25.58 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 8 |
978 | 25.59 | humidity | 60 | 43200 | < th | dose independent | rect. | 8 | 1 |
980 | 25.59 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 7 |