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Os02g0163300 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
632.44 | 1.18 | 5.61 | 1.52 | 0.796 | 1.72 | 1.02 | 1.31 | 3.66 | 18 | 20.11 | 1473 | -- | -- |
633.15 | 1.17 | 5.64 | 1.24 | 0.754 | 1.52 | 1.04 | -- | 3.62 | 17.7 | 20.1 | 2189 | -- | -- |
634.98 | 1.17 | 5.61 | 1.51 | 0.803 | 1.74 | -- | 1.29 | 3.66 | 18 | 20.1 | 1478 | -- | -- |
635.6 | 1.17 | 5.65 | 1.19 | 0.767 | 1.55 | -- | -- | 3.58 | 17.6 | 20.2 | 2208 | -- | -- |
663.87 | 1.2 | 5.59 | 1.44 | -- | 1.75 | -- | 1.31 | 3.62 | -- | 20.3 | 1948 | -- | -- |
681.2 | 1.22 | 5.57 | 1.93 | 0.774 | -- | 1.24 | -- | 3.93 | 18.2 | -- | -- | -- | -- |
684.96 | 1.23 | 5.57 | 1.92 | 0.78 | -- | -- | -- | 3.94 | 18.2 | -- | -- | -- | -- |
665.42 | 1.2 | 5.63 | 1.18 | -- | 1.57 | -- | -- | 3.57 | -- | 20.16 | 1981 | -- | -- |
644.15 | 1.18 | 5.73 | -- | 0.947 | 2.05 | -- | -- | 3.37 | 18.1 | 19.15 | 14205 | -- | -- |
716.49 | 1.25 | 5.55 | 1.9 | -- | -- | -- | -- | 3.92 | -- | -- | -- | -- | -- |
782.03 | 1.31 | 5.62 | -- | 0.753 | -- | -- | -- | 3.72 | 18.3 | -- | -- | -- | -- |
668.42 | 1.2 | 5.67 | -- | -- | 2.12 | -- | -- | 3.39 | -- | 17.3 | 18231 | -- | -- |
811.44 | 1.33 | 5.6 | -- | -- | -- | -- | -- | 3.71 | -- | -- | -- | -- | -- |
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 | 618.04 | wind | 9 | 14400 | > th | dose independent | rect. | 10 | 1 |
4 | 620.98 | wind | 9 | 14400 | < th | dose independent | rect. | 8 | 3 |
5 | 621.07 | wind | 9 | 14400 | < th | dose independent | rect. | 10 | 1 |
7 | 622.42 | wind | 9 | 14400 | > th | dose dependent | rect. | 9 | 4 |
10 | 622.56 | wind | 9 | 14400 | > th | dose dependent | rect. | 3 | 7 |
14 | 622.75 | temperature | 20 | 14400 | > th | dose independent | rect. | 9 | 3 |
18 | 623.01 | temperature | 20 | 14400 | < th | dose independent | rect. | 9 | 3 |
22 | 623.08 | wind | 3 | 43200 | < th | dose independent | rect. | 21 | 3 |
25 | 623.11 | temperature | 20 | 14400 | < th | dose independent | rect. | 11 | 1 |
54 | 624.35 | wind | 7 | 14400 | > th | dose dependent | rect. | 7 | 2 |
60 | 624.52 | wind | 3 | 43200 | < th | dose independent | rect. | 19 | 7 |
67 | 624.78 | wind | 3 | 43200 | > th | dose independent | rect. | 21 | 3 |
71 | 624.90 | wind | 3 | 43200 | > th | dose independent | rect. | 19 | 8 |
94 | 625.44 | wind | 9 | 14400 | > th | dose independent | rect. | 1 | 9 |
95 | 625.44 | wind | 5 | 43200 | < th | dose dependent | rect. | 23 | 3 |
99 | 625.55 | wind | 3 | 43200 | < th | dose dependent | rect. | 21 | 6 |
104 | 625.69 | wind | 3 | 43200 | < th | dose dependent | rect. | 6 | 1 |
110 | 625.90 | wind | 3 | 43200 | < th | dose dependent | rect. | 10 | 3 |
127 | 626.27 | temperature | 20 | 14400 | < th | dose dependent | rect. | 8 | 1 |
137 | 626.38 | wind | 7 | 14400 | > th | dose independent | rect. | 3 | 7 |
151 | 626.67 | wind | 7 | 14400 | > th | dose independent | rect. | 4 | 5 |
154 | 626.69 | wind | 3 | 43200 | < th | dose dependent | rect. | 10 | 1 |
159 | 626.79 | temperature | 20 | 14400 | < th | dose dependent | rect. | 6 | 12 |
169 | 626.96 | wind | 7 | 14400 | > th | dose dependent | rect. | 10 | 1 |
170 | 626.96 | wind | 1 | 43200 | < th | dose dependent | rect. | 9 | 5 |
174 | 627.05 | wind | 3 | 43200 | < th | dose dependent | rect. | 12 | 1 |
181 | 627.15 | wind | 3 | 43200 | < th | dose dependent | rect. | 5 | 4 |
182 | 627.15 | temperature | 20 | 14400 | < th | dose dependent | rect. | 6 | 5 |
202 | 627.33 | wind | 1 | 4320 | > th | dose independent | rect. | 3 | 4 |
209 | 627.44 | wind | 7 | 14400 | < th | dose independent | rect. | 24 | 10 |
217 | 627.51 | wind | 9 | 43200 | > th | dose dependent | rect. | 10 | 7 |
224 | 627.55 | wind | 7 | 14400 | > th | dose independent | rect. | 22 | 12 |
226 | 627.56 | wind | 7 | 14400 | < th | dose independent | rect. | 3 | 7 |
233 | 627.58 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 17 |
239 | 627.68 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 18 |
242 | 627.69 | wind | 1 | 4320 | < th | dose dependent | rect. | 3 | 4 |
259 | 627.85 | wind | 7 | 14400 | < th | dose independent | rect. | 4 | 5 |
265 | 627.90 | wind | 1 | 43200 | > th | dose dependent | rect. | 22 | 4 |
266 | 627.90 | wind | 3 | 43200 | < th | dose dependent | rect. | 20 | 11 |
276 | 627.97 | wind | 3 | 43200 | < th | dose independent | rect. | 10 | 3 |
296 | 628.17 | wind | 3 | 43200 | < th | dose dependent | rect. | 20 | 19 |
328 | 628.40 | wind | 1 | 43200 | > th | dose independent | rect. | 9 | 5 |
333 | 628.42 | wind | 7 | 14400 | < th | dose independent | rect. | 22 | 12 |
338 | 628.46 | wind | 1 | 4320 | < th | dose independent | rect. | 3 | 4 |
350 | 628.52 | wind | 9 | 43200 | > th | dose independent | rect. | 9 | 5 |
356 | 628.55 | wind | 1 | 43200 | > th | dose independent | rect. | 23 | 14 |
364 | 628.61 | wind | 3 | 43200 | < th | dose dependent | sin | 12 | NA |
384 | 628.74 | wind | 1 | 4320 | < th | dose independent | rect. | 3 | 2 |
386 | 628.75 | wind | 3 | 43200 | < th | dose independent | rect. | 12 | 1 |
395 | 628.79 | temperature | 20 | 14400 | < th | dose dependent | rect. | 10 | 1 |
420 | 628.88 | temperature | 20 | 14400 | < th | dose dependent | sin | 23 | NA |
434 | 628.95 | temperature | 20 | 1440 | < th | dose independent | sin | 3 | NA |
443 | 628.98 | temperature | 20 | 1440 | > th | dose independent | sin | 3 | NA |
445 | 629.00 | wind | 3 | 43200 | < th | dose independent | rect. | 1 | 1 |
453 | 629.06 | wind | 3 | 43200 | > th | dose independent | rect. | 1 | 1 |
494 | 629.21 | wind | 1 | 4320 | > th | dose independent | rect. | 3 | 2 |
525 | 629.38 | wind | 3 | 43200 | < th | dose dependent | rect. | 5 | 9 |
545 | 629.48 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 14 |
584 | 629.63 | wind | 7 | 14400 | < th | dose independent | rect. | 24 | 6 |
585 | 629.63 | wind | 7 | 14400 | > th | dose dependent | rect. | 24 | 5 |
589 | 629.64 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 17 |
590 | 629.64 | humidity | 60 | 90 | < th | dose dependent | rect. | 17 | 18 |
600 | 629.69 | temperature | 15 | 270 | > th | dose dependent | rect. | 18 | 19 |
604 | 629.72 | wind | 7 | 14400 | > th | dose independent | rect. | 24 | 5 |
637 | 629.83 | temperature | 15 | 14400 | > th | dose independent | rect. | 3 | 4 |
639 | 629.84 | wind | 9 | 43200 | > th | dose independent | rect. | 7 | 10 |
649 | 629.88 | wind | 1 | 43200 | > th | dose independent | rect. | 4 | 11 |
666 | 629.94 | wind | 3 | 43200 | < th | dose dependent | rect. | 9 | 22 |
677 | 629.96 | temperature | 20 | 14400 | < th | dose dependent | rect. | 15 | 1 |
689 | 629.99 | wind | 3 | 43200 | < th | dose dependent | rect. | 4 | 23 |
707 | 630.04 | temperature | 20 | 14400 | < th | dose dependent | rect. | 14 | 4 |
717 | 630.07 | wind | 7 | 14400 | > th | dose dependent | rect. | 3 | 2 |
721 | 630.09 | wind | 3 | 43200 | > th | dose independent | rect. | 12 | 1 |
734 | 630.13 | wind | 3 | 43200 | < th | dose independent | sin | 13 | NA |
745 | 630.16 | temperature | 15 | 14400 | < th | dose independent | rect. | 4 | 1 |
746 | 630.16 | wind | 3 | 43200 | < th | dose dependent | rect. | 12 | 19 |
750 | 630.17 | wind | 3 | 43200 | < th | dose dependent | rect. | 12 | 23 |
772 | 630.22 | wind | 3 | 43200 | < th | dose independent | rect. | 19 | 20 |
773 | 630.22 | wind | 3 | 43200 | < th | dose dependent | no | NA | NA |
778 | 630.23 | wind | 9 | 14400 | > th | dose dependent | rect. | 20 | 17 |
804 | 630.30 | wind | 1 | 43200 | < th | dose independent | rect. | 23 | 15 |
837 | 630.36 | wind | 9 | 43200 | < th | dose dependent | rect. | 1 | 1 |
854 | 630.40 | wind | 1 | 14400 | > th | dose independent | rect. | 6 | 2 |
862 | 630.41 | wind | 3 | 43200 | < th | dose dependent | rect. | 1 | 23 |
863 | 630.42 | wind | 3 | 43200 | > th | dose independent | sin | 13 | NA |
868 | 630.44 | wind | 1 | 43200 | > th | dose independent | sin | 5 | NA |
874 | 630.45 | wind | 3 | 43200 | < th | dose independent | rect. | 6 | 21 |
877 | 630.47 | wind | 1 | 14400 | > th | dose independent | rect. | 23 | 9 |
921 | 630.55 | wind | 9 | 43200 | > th | dose independent | rect. | 1 | 16 |
935 | 630.58 | atmosphere | 995 | 270 | > th | dose dependent | rect. | 22 | 21 |
962 | 630.66 | wind | 9 | 14400 | > th | dose dependent | rect. | 19 | 19 |
998 | 630.74 | wind | 3 | 43200 | > th | dose independent | rect. | 19 | 20 |