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Os01g0683600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF786 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.77 | 0.234 | 12.1 | -0.0956 | 0.242 | -0.501 | -0.382 | 1.47 | 0.00621 | 23.6 | 22.73 | 1888 | -- | -- |
25.4 | 0.235 | 12.1 | -0.00983 | 0.252 | -0.931 | -0.462 | -- | 0.0638 | 23.1 | 19.45 | 3169 | -- | -- |
25.2 | 0.234 | 12.1 | -0.0963 | 0.228 | -0.455 | -- | 1.42 | 0.00298 | 23.3 | 22.53 | 2114 | -- | -- |
26.05 | 0.238 | 12.1 | 0.0135 | 0.249 | -0.993 | -- | -- | 0.0488 | 22.9 | 19.4 | 3004 | -- | -- |
28.2 | 0.247 | 12.1 | -0.0999 | -- | -0.487 | -- | 1.26 | 0.00204 | -- | 21.99 | 2298 | -- | -- |
33.61 | 0.272 | 12.1 | 0.344 | 0.248 | -- | -0.386 | -- | 0.172 | 23.6 | -- | -- | -- | -- |
34.24 | 0.274 | 12.1 | 0.36 | 0.251 | -- | -- | -- | 0.174 | 23.3 | -- | -- | -- | -- |
29.03 | 0.251 | 12.1 | 0.0364 | -- | -0.979 | -- | -- | 0.0516 | -- | 19.6 | 2341 | -- | -- |
26.05 | 0.238 | 12.1 | -- | 0.253 | -1.01 | -- | -- | 0.0477 | 23 | 19.41 | 3004 | -- | -- |
38.18 | 0.289 | 12.1 | 0.367 | -- | -- | -- | -- | 0.176 | -- | -- | -- | -- | -- |
37.66 | 0.287 | 12.1 | -- | 0.255 | -- | -- | -- | 0.134 | 23.4 | -- | -- | -- | -- |
29.06 | 0.251 | 12.1 | -- | -- | -1 | -- | -- | 0.0447 | -- | 19.62 | 2348 | -- | -- |
41.73 | 0.302 | 12.1 | -- | -- | -- | -- | -- | 0.136 | -- | -- | -- | -- | -- |
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 | 24.32 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 1 |
2 | 24.35 | humidity | 90 | 14400 | > th | dose dependent | rect. | 1 | 14 |
31 | 24.60 | humidity | 90 | 14400 | > th | dose dependent | sin | 5 | NA |
45 | 24.70 | humidity | 50 | 43200 | > th | dose dependent | rect. | 19 | 3 |
52 | 24.75 | temperature | 20 | 14400 | < th | dose independent | rect. | 20 | 3 |
60 | 24.77 | temperature | 20 | 14400 | < th | dose independent | rect. | 19 | 6 |
64 | 24.78 | temperature | 15 | 720 | > th | dose dependent | rect. | 11 | 20 |
78 | 24.83 | temperature | 20 | 14400 | > th | dose independent | rect. | 20 | 4 |
79 | 24.83 | temperature | 20 | 14400 | > th | dose independent | rect. | 19 | 6 |
81 | 24.83 | humidity | 90 | 14400 | > th | dose dependent | rect. | 11 | 19 |
85 | 24.84 | wind | 7 | 43200 | < th | dose independent | rect. | 19 | 11 |
90 | 24.85 | humidity | 90 | 43200 | < th | dose dependent | rect. | 19 | 2 |
95 | 24.86 | wind | 7 | 43200 | > th | dose independent | rect. | 19 | 11 |
125 | 24.91 | humidity | 70 | 43200 | > th | dose independent | rect. | 18 | 6 |
141 | 24.93 | temperature | 20 | 720 | > th | dose independent | rect. | 11 | 20 |
145 | 24.94 | wind | 7 | 43200 | < th | dose independent | rect. | 21 | 3 |
147 | 24.94 | humidity | 70 | 43200 | < th | dose independent | rect. | 18 | 7 |
155 | 24.95 | wind | 7 | 43200 | > th | dose independent | rect. | 21 | 3 |
163 | 24.95 | wind | 7 | 43200 | > th | dose independent | rect. | 17 | 20 |
173 | 24.96 | temperature | 25 | 1440 | < th | dose dependent | rect. | 18 | 4 |
184 | 24.97 | wind | 7 | 43200 | < th | dose independent | rect. | 17 | 20 |
186 | 24.97 | humidity | 50 | 43200 | > th | dose dependent | rect. | 17 | 7 |
196 | 24.98 | wind | 5 | 43200 | > th | dose dependent | rect. | 21 | 3 |
197 | 24.98 | humidity | 90 | 14400 | > th | dose dependent | rect. | 4 | 3 |
200 | 24.98 | humidity | 70 | 43200 | < th | dose dependent | rect. | 17 | 16 |
206 | 24.99 | wind | 7 | 43200 | < th | dose independent | sin | 10 | NA |
214 | 24.99 | humidity | 90 | 43200 | < th | dose dependent | rect. | 17 | 7 |
216 | 24.99 | temperature | 20 | 1440 | < th | dose dependent | rect. | 12 | 18 |
221 | 25.00 | wind | 7 | 43200 | > th | dose independent | sin | 10 | NA |
225 | 25.00 | wind | 7 | 43200 | > th | dose independent | rect. | 17 | 16 |
228 | 25.00 | humidity | 70 | 43200 | < th | dose dependent | rect. | 18 | 6 |
276 | 25.03 | humidity | 80 | 43200 | < th | dose independent | rect. | 6 | 1 |
279 | 25.03 | humidity | 70 | 43200 | < th | dose independent | rect. | 17 | 16 |
284 | 25.03 | wind | 7 | 43200 | > th | dose dependent | rect. | 19 | 1 |
285 | 25.03 | temperature | 10 | 4320 | > th | dose dependent | rect. | 9 | 1 |
287 | 25.03 | temperature | 10 | 1440 | > th | dose dependent | rect. | 18 | 3 |
329 | 25.05 | temperature | 30 | 4320 | < th | dose dependent | rect. | 9 | 1 |
360 | 25.06 | wind | 5 | 43200 | > th | dose dependent | rect. | 18 | 12 |
375 | 25.07 | humidity | 60 | 43200 | < th | dose dependent | rect. | 7 | 2 |
388 | 25.08 | humidity | 80 | 43200 | > th | dose independent | rect. | 6 | 1 |
422 | 25.09 | humidity | 70 | 43200 | > th | dose independent | rect. | 18 | 15 |
447 | 25.10 | humidity | 50 | 43200 | > th | dose independent | rect. | 14 | 19 |
448 | 25.10 | humidity | 70 | 43200 | > th | dose independent | rect. | 18 | 20 |
460 | 25.10 | temperature | 25 | 1440 | < th | dose dependent | rect. | 16 | 19 |
488 | 25.11 | temperature | 25 | 1440 | < th | dose dependent | rect. | 16 | 11 |
510 | 25.12 | temperature | 25 | 1440 | < th | dose dependent | sin | 14 | NA |
512 | 25.12 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |
513 | 25.12 | humidity | 60 | 43200 | < th | dose dependent | rect. | 13 | 1 |
535 | 25.13 | humidity | 70 | 43200 | > th | dose independent | rect. | 24 | 13 |
578 | 25.14 | wind | 5 | 43200 | > th | dose dependent | rect. | 17 | 19 |
582 | 25.14 | humidity | 60 | 43200 | < th | dose dependent | rect. | 13 | 21 |
587 | 25.15 | humidity | 70 | 43200 | > th | dose independent | rect. | 1 | 11 |
625 | 25.16 | humidity | 70 | 43200 | < th | dose independent | rect. | 23 | 14 |
637 | 25.16 | wind | 5 | 43200 | > th | dose dependent | sin | 10 | NA |
666 | 25.16 | humidity | 90 | 43200 | < th | dose dependent | rect. | 17 | 20 |
722 | 25.18 | humidity | 50 | 43200 | > th | dose independent | rect. | 20 | 14 |
758 | 25.18 | temperature | 25 | 1440 | < th | dose dependent | rect. | 7 | 23 |
760 | 25.19 | humidity | 70 | 43200 | > th | dose independent | sin | 5 | NA |
770 | 25.19 | humidity | 70 | 43200 | < th | dose independent | rect. | 24 | 12 |
784 | 25.19 | temperature | 25 | 1440 | < th | dose dependent | no | NA | NA |
785 | 25.19 | humidity | 70 | 43200 | < th | dose dependent | sin | 10 | NA |
805 | 25.19 | humidity | 90 | 43200 | < th | dose dependent | rect. | 8 | 20 |
807 | 25.19 | humidity | 60 | 43200 | < th | dose dependent | rect. | 19 | 20 |
839 | 25.20 | humidity | 90 | 43200 | < th | dose dependent | sin | 16 | NA |
870 | 25.20 | temperature | 25 | 1440 | < th | dose dependent | rect. | 1 | 23 |
876 | 25.21 | humidity | 70 | 43200 | < th | dose independent | sin | 6 | NA |
895 | 25.21 | humidity | 50 | 43200 | < th | dose independent | rect. | 14 | 19 |
961 | 25.22 | humidity | 70 | 43200 | > th | dose independent | rect. | 9 | 23 |
996 | 25.22 | humidity | 90 | 43200 | < th | dose dependent | rect. | 4 | 22 |