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Os08g0101200 |
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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25.42 | 0.237 | 10 | -0.543 | 0.791 | -0.299 | 0.1 | -0.491 | 0.489 | 3.87 | 0.1702 | 82 | -- | -- |
26.36 | 0.239 | 10 | -0.554 | 0.737 | -0.261 | -0.278 | -- | 0.485 | 3.92 | 0.1794 | 63 | -- | -- |
25.44 | 0.235 | 10 | -0.546 | 0.791 | -0.298 | -- | -0.448 | 0.488 | 3.87 | 0.17 | 81 | -- | -- |
26.64 | 0.24 | 10 | -0.552 | 0.789 | -0.3 | -- | -- | 0.484 | 3.84 | 0.1702 | 81 | -- | -- |
31.64 | 0.262 | 9.99 | -0.311 | -- | 0.663 | -- | -1.03 | 0.56 | -- | 0.008435 | 663 | -- | -- |
28.02 | 0.248 | 10 | -0.532 | 0.628 | -- | -0.0833 | -- | 0.504 | 5.53 | -- | -- | -- | -- |
28.03 | 0.248 | 10 | -0.532 | 0.628 | -- | -- | -- | 0.504 | 5.56 | -- | -- | -- | -- |
29.27 | 0.252 | 10 | -0.461 | -- | 0.717 | -- | -- | 0.541 | -- | 0.05142 | 691 | -- | -- |
34.74 | 0.275 | 9.99 | -- | 0.713 | -0.222 | -- | -- | 0.523 | 4.22 | 0.3596 | 77 | -- | -- |
48.5 | 0.325 | 10 | -0.511 | -- | -- | -- | -- | 0.519 | -- | -- | -- | -- | -- |
35.49 | 0.279 | 9.98 | -- | 0.619 | -- | -- | -- | 0.563 | 5.6 | -- | -- | -- | -- |
34.67 | 0.274 | 9.99 | -- | -- | 0.751 | -- | -- | 0.572 | -- | 0.00664 | 710 | -- | -- |
55.4 | 0.347 | 9.99 | -- | -- | -- | -- | -- | 0.576 | -- | -- | -- | -- | -- |
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 | 24.43 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 10 |
2 | 24.43 | radiation | 10.0 | 10 | < th | dose dependent | sin | 11 | NA |
3 | 24.49 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 8 | 3 |
4 | 24.50 | wind | 5.0 | 30 | < th | dose independent | rect. | 14 | 18 |
7 | 24.57 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 14 |
12 | 24.61 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 7 | 6 |
15 | 24.63 | humidity | 50.0 | 10 | > th | dose independent | rect. | 8 | 10 |
17 | 24.63 | radiation | 10.0 | 720 | < th | dose independent | rect. | 16 | 10 |
20 | 24.64 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 7 | 6 |
21 | 24.65 | radiation | 1.0 | 90 | < th | dose dependent | sin | 11 | NA |
22 | 24.66 | temperature | 15.0 | 10 | > th | dose independent | rect. | 18 | 14 |
30 | 24.72 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 2 |
32 | 24.72 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 16 | 10 |
33 | 24.73 | radiation | 1.0 | 90 | < th | dose independent | sin | 11 | NA |
41 | 24.76 | wind | 7.0 | 270 | < th | dose independent | rect. | 17 | 14 |
42 | 24.76 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 14 |
44 | 24.76 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 14 |
45 | 24.77 | wind | 1.0 | 10 | > th | dose independent | rect. | 8 | 10 |
48 | 24.78 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 10 |
53 | 24.80 | wind | 5.0 | 10 | < th | dose independent | rect. | 18 | 14 |
60 | 24.82 | humidity | 70.0 | 720 | > th | dose independent | rect. | 16 | 4 |
61 | 24.82 | radiation | 20.0 | 720 | < th | dose independent | rect. | 15 | 4 |
62 | 24.82 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 10 |
73 | 24.85 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 17 | 2 |
74 | 24.85 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 18 | 14 |
77 | 24.87 | radiation | 10.0 | 720 | < th | dose independent | rect. | 16 | 1 |
94 | 24.90 | humidity | 90.0 | 720 | < th | dose independent | rect. | 20 | 3 |
96 | 24.90 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 10 |
103 | 24.91 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 16 | 1 |
114 | 24.94 | humidity | 70.0 | 720 | > th | dose independent | rect. | 17 | 10 |
117 | 24.94 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 15 | 4 |
120 | 24.95 | temperature | 25.0 | 270 | > th | dose independent | rect. | 7 | 6 |
124 | 24.95 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 18 | 14 |
127 | 24.95 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 18 | 14 |
128 | 24.96 | temperature | 25.0 | 270 | > th | dose independent | rect. | 8 | 3 |
132 | 24.97 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 10 |
133 | 24.97 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 10 |
136 | 24.97 | radiation | 40.0 | 270 | < th | dose independent | rect. | 17 | 14 |
139 | 24.97 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 8 | 10 |
146 | 24.98 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 16 |
148 | 24.98 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 16 |
160 | 25.00 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 9 |
169 | 25.01 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 8 | 10 |
179 | 25.02 | wind | 9.0 | 270 | < th | dose dependent | rect. | 2 | 6 |
186 | 25.03 | wind | 9.0 | 10 | < th | dose independent | rect. | 8 | 10 |
198 | 25.04 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 9 |
206 | 25.04 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 9 |
218 | 25.06 | temperature | 10.0 | 10 | > th | dose independent | rect. | 8 | 10 |
220 | 25.06 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 8 | 10 |
223 | 25.06 | humidity | 50.0 | 10 | > th | dose independent | rect. | 18 | 14 |
230 | 25.07 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 6 |
232 | 25.07 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 8 | 10 |
233 | 25.07 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 18 | 14 |
238 | 25.07 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 20 | 1 |
242 | 25.07 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 6 |
244 | 25.07 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 8 | 10 |
250 | 25.08 | temperature | 20.0 | 10 | > th | dose independent | rect. | 5 | 16 |
252 | 25.08 | wind | 5.0 | 10 | < th | dose independent | rect. | 13 | 21 |
259 | 25.08 | wind | 9.0 | 270 | < th | dose dependent | rect. | 2 | 17 |
275 | 25.10 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 16 | 10 |
278 | 25.11 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 19 | 8 |
287 | 25.12 | radiation | 40.0 | 10 | < th | dose independent | rect. | 18 | 14 |
288 | 25.12 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 17 | 15 |
299 | 25.13 | radiation | 40.0 | 270 | < th | dose independent | rect. | 13 | 18 |
301 | 25.13 | wind | 9.0 | 90 | < th | dose dependent | rect. | 4 | 15 |
304 | 25.14 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 21 | 8 |
318 | 25.15 | temperature | 20.0 | 10 | > th | dose independent | rect. | 5 | 18 |
326 | 25.16 | wind | 5.0 | 270 | < th | dose independent | rect. | 2 | 6 |
329 | 25.16 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 14 |
349 | 25.18 | temperature | 25.0 | 270 | > th | dose independent | rect. | 10 | 1 |
351 | 25.18 | radiation | 20.0 | 270 | < th | dose independent | rect. | 2 | 6 |
359 | 25.18 | wind | 9.0 | 270 | < th | dose independent | rect. | 8 | 18 |
372 | 25.19 | humidity | 50.0 | 10 | > th | dose independent | rect. | 8 | 21 |
391 | 25.20 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 19 | 7 |
395 | 25.20 | wind | 9.0 | 90 | < th | dose dependent | rect. | 17 | 15 |
398 | 25.21 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 2 | 6 |
402 | 25.21 | radiation | 1.0 | 30 | < th | dose independent | rect. | 21 | 9 |
403 | 25.21 | temperature | 25.0 | 30 | > th | dose independent | rect. | 18 | 14 |
406 | 25.21 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 19 | 4 |
414 | 25.22 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 6 |
416 | 25.22 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 6 |
417 | 25.22 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 6 |
419 | 25.22 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 6 |
422 | 25.22 | temperature | 25.0 | 270 | < th | dose independent | rect. | 2 | 8 |
424 | 25.22 | humidity | 50.0 | 10 | > th | dose independent | rect. | 10 | 8 |
431 | 25.22 | temperature | 10.0 | 270 | > th | dose independent | rect. | 8 | 18 |
437 | 25.22 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 2 | 7 |
440 | 25.22 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 17 | 14 |
441 | 25.22 | wind | 9.0 | 270 | < th | dose dependent | rect. | 15 | 16 |
442 | 25.22 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 21 | 19 |
444 | 25.22 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 19 | 23 |
447 | 25.23 | radiation | 40.0 | 270 | < th | dose independent | rect. | 2 | 6 |
475 | 25.24 | humidity | 90.0 | 30 | < th | dose independent | rect. | 17 | 15 |
476 | 25.24 | humidity | 50.0 | 270 | > th | dose independent | rect. | 8 | 18 |
478 | 25.24 | humidity | 90.0 | 30 | < th | dose independent | rect. | 13 | 19 |
506 | 25.25 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 9 | 18 |
508 | 25.26 | humidity | 60.0 | 270 | > th | dose independent | rect. | 8 | 3 |
518 | 25.26 | temperature | 15.0 | 270 | > th | dose independent | rect. | 3 | 16 |
527 | 25.26 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 21 | 9 |
529 | 25.26 | wind | 3.0 | 270 | < th | dose dependent | rect. | 2 | 13 |
547 | 25.27 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 11 | 16 |
578 | 25.29 | radiation | 1.0 | 270 | < th | dose independent | rect. | 9 | 18 |
602 | 25.30 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 21 | 5 |
614 | 25.30 | humidity | 50.0 | 10 | > th | dose independent | rect. | 10 | 18 |
617 | 25.30 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 17 | 2 |
630 | 25.30 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 10 | 18 |
635 | 25.31 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 8 |
636 | 25.31 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 8 |
637 | 25.31 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 8 |
640 | 25.31 | radiation | 1.0 | 270 | < th | dose independent | rect. | 19 | 8 |
648 | 25.31 | radiation | 1.0 | 270 | < th | dose independent | rect. | 12 | 15 |
650 | 25.31 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 16 |
658 | 25.31 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 19 | 8 |
666 | 25.32 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 4 |
667 | 25.32 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 8 |
670 | 25.32 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 8 |
684 | 25.32 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 4 |
688 | 25.32 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 8 |
700 | 25.32 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 22 |
707 | 25.33 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 17 | 15 |
708 | 25.33 | radiation | 1.0 | 30 | < th | dose independent | rect. | 21 | 17 |
730 | 25.34 | wind | 5.0 | 90 | < th | dose independent | rect. | 4 | 15 |
734 | 25.34 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 5 | 16 |
744 | 25.34 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 2 | 6 |
750 | 25.34 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 19 | 12 |
754 | 25.34 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 5 | 16 |
809 | 25.36 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 19 | 18 |
845 | 25.37 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 22 |
851 | 25.38 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 8 |
853 | 25.38 | radiation | 1.0 | 30 | > th | dose independent | rect. | 18 | 14 |
854 | 25.38 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 14 |
857 | 25.38 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 16 |
868 | 25.38 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 8 |
874 | 25.38 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 14 |
894 | 25.39 | temperature | 25.0 | 30 | < th | dose independent | rect. | 16 | 12 |
897 | 25.39 | wind | 1.0 | 270 | > th | dose independent | rect. | 14 | 17 |
900 | 25.39 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 5 | 3 |
933 | 25.40 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 8 |
947 | 25.40 | radiation | 1.0 | 30 | < th | dose independent | rect. | 19 | 11 |
949 | 25.40 | humidity | 90.0 | 720 | < th | dose independent | rect. | 11 | 12 |
988 | 25.40 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 8 | 21 |