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Os08g0519600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF1666 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44.18 | 0.312 | 6.85 | 1.49 | 1.29 | -0.145 | -0.492 | 1.89 | 0.172 | 18.1 | 6.514 | 290 | -- | -- |
44.8 | 0.314 | 6.83 | 1.48 | 1.28 | -0.406 | -0.294 | -- | 0.184 | 18.1 | 6.514 | 290 | -- | -- |
44.19 | 0.312 | 6.84 | 1.48 | 1.28 | -0.242 | -- | 0.968 | 0.179 | 18.1 | 6.8 | 294 | -- | -- |
44.73 | 0.314 | 6.83 | 1.47 | 1.28 | -0.497 | -- | -- | 0.187 | 18.1 | 6.9 | 239 | -- | -- |
90.64 | 0.443 | 6.84 | 1.46 | -- | 0.803 | -- | 0.683 | 0.15 | -- | 2.701 | 350 | -- | -- |
47.42 | 0.323 | 6.82 | 1.55 | 1.24 | -- | -0.148 | -- | 0.205 | 18.2 | -- | -- | -- | -- |
47.47 | 0.323 | 6.82 | 1.55 | 1.24 | -- | -- | -- | 0.205 | 18.2 | -- | -- | -- | -- |
85.64 | 0.431 | 6.82 | 1.81 | -- | 0.895 | -- | -- | 0.0979 | -- | 2.5 | 334 | -- | -- |
97.94 | 0.461 | 6.86 | -- | 1.25 | -0.914 | -- | -- | 0.0359 | 18 | 6.9 | 56 | -- | -- |
126.84 | 0.526 | 6.8 | 1.52 | -- | -- | -- | -- | 0.177 | -- | -- | -- | -- | -- |
110.78 | 0.492 | 6.86 | -- | 1.22 | -- | -- | -- | 0.032 | 18.3 | -- | -- | -- | -- |
168.71 | 0.605 | 6.86 | -- | -- | 0.652 | -- | -- | 0.0572 | -- | 2.701 | 353 | -- | -- |
187.44 | 0.639 | 6.84 | -- | -- | -- | -- | -- | 0.00922 | -- | -- | -- | -- | -- |
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 | 38.62 | wind | 7.0 | 10 | < th | dose independent | rect. | 8 | 20 |
3 | 39.15 | wind | 7.0 | 270 | < th | dose independent | rect. | 5 | 22 |
6 | 39.39 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 10 |
9 | 39.58 | wind | 7.0 | 10 | < th | dose independent | rect. | 8 | 9 |
12 | 39.71 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 16 |
17 | 39.84 | wind | 7.0 | 90 | < th | dose independent | rect. | 8 | 9 |
23 | 39.97 | wind | 9.0 | 90 | < th | dose dependent | rect. | 8 | 19 |
24 | 39.98 | atmosphere | 1000.0 | 10 | > th | dose dependent | rect. | 4 | 4 |
32 | 40.11 | wind | 9.0 | 90 | < th | dose dependent | rect. | 8 | 9 |
38 | 40.23 | radiation | 1.0 | 270 | < th | dose independent | rect. | 2 | 17 |
40 | 40.26 | radiation | 1.0 | 270 | < th | dose dependent | sin | 2 | NA |
53 | 40.47 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 10 |
58 | 40.49 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 19 |
81 | 40.65 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 2 |
93 | 40.75 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 8 |
124 | 40.96 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 4 | 19 |
131 | 40.99 | radiation | 1.0 | 270 | > th | dose independent | rect. | 17 | 22 |
133 | 41.00 | wind | 5.0 | 30 | < th | dose independent | rect. | 4 | 4 |
143 | 41.04 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 8 | 20 |
145 | 41.04 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 8 | 20 |
152 | 41.06 | radiation | 1.0 | 270 | < th | dose independent | sin | 2 | NA |
154 | 41.07 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 8 | 8 |
161 | 41.10 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 22 |
162 | 41.10 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 22 |
171 | 41.14 | radiation | 1.0 | 270 | > th | dose independent | sin | 2 | NA |
172 | 41.14 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
175 | 41.15 | atmosphere | 1000.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
182 | 41.19 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 15 |
187 | 41.22 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 8 | 8 |
202 | 41.27 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 4 | 4 |
204 | 41.27 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 4 | 4 |
207 | 41.28 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 2 |
210 | 41.28 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 10 |
211 | 41.28 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 2 |
214 | 41.29 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 7 | 9 |
222 | 41.31 | humidity | 80.0 | 270 | > th | dose independent | rect. | 3 | 2 |
226 | 41.32 | temperature | 10.0 | 30 | > th | dose independent | rect. | 4 | 4 |
228 | 41.32 | temperature | 30.0 | 30 | < th | dose independent | rect. | 4 | 4 |
229 | 41.32 | humidity | 50.0 | 30 | > th | dose independent | rect. | 4 | 4 |
231 | 41.32 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 4 | 4 |
232 | 41.32 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 4 | 4 |
233 | 41.32 | temperature | 15.0 | 90 | > th | dose independent | rect. | 8 | 19 |
260 | 41.36 | wind | 1.0 | 30 | > th | dose independent | rect. | 8 | 20 |
265 | 41.37 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
271 | 41.39 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
272 | 41.39 | wind | 9.0 | 10 | < th | dose dependent | rect. | 4 | 4 |
278 | 41.40 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 2 |
280 | 41.40 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 2 |
281 | 41.40 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 2 |
284 | 41.40 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 2 |
285 | 41.40 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 2 |
287 | 41.40 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 2 |
291 | 41.40 | radiation | 1.0 | 270 | < th | dose independent | rect. | 2 | 9 |
293 | 41.40 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 22 |
302 | 41.42 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 2 |
309 | 41.44 | humidity | 90.0 | 10 | < th | dose independent | rect. | 8 | 8 |
315 | 41.45 | radiation | 20.0 | 270 | < th | dose independent | rect. | 16 | 14 |
316 | 41.46 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 2 |
317 | 41.46 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 4 | 4 |
331 | 41.48 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 4 | 4 |
332 | 41.49 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 2 |
339 | 41.52 | radiation | 40.0 | 30 | < th | dose independent | rect. | 4 | 4 |
342 | 41.52 | radiation | 1.0 | 270 | < th | dose independent | rect. | 2 | 13 |
369 | 41.58 | wind | 1.0 | 30 | > th | dose independent | rect. | 23 | 5 |
370 | 41.58 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 16 | 16 |
371 | 41.58 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 2 |
372 | 41.58 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 23 | 4 |
397 | 41.62 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 23 | 1 |
404 | 41.63 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 10 |
408 | 41.63 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 10 |
414 | 41.64 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 16 | 14 |
416 | 41.64 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 8 | 20 |
427 | 41.66 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 24 | 5 |
437 | 41.67 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 1 |
458 | 41.70 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 10 |
459 | 41.70 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 14 |
460 | 41.70 | radiation | 40.0 | 270 | < th | dose independent | rect. | 16 | 14 |
461 | 41.70 | wind | 7.0 | 10 | < th | dose independent | rect. | 23 | 17 |
488 | 41.74 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 23 | 5 |
506 | 41.77 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 8 |
509 | 41.78 | temperature | 10.0 | 10 | > th | dose independent | rect. | 8 | 8 |
512 | 41.78 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 8 | 8 |
513 | 41.78 | temperature | 10.0 | 10 | > th | dose independent | rect. | 16 | 16 |
515 | 41.78 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 8 | 8 |
531 | 41.81 | humidity | 50.0 | 10 | > th | dose independent | rect. | 16 | 16 |
543 | 41.82 | wind | 7.0 | 90 | < th | dose independent | rect. | 22 | 17 |
547 | 41.82 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 23 | 5 |
556 | 41.84 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 8 | 8 |
558 | 41.84 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 16 | 16 |
588 | 41.87 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 8 | 20 |
589 | 41.88 | wind | 7.0 | 270 | < th | dose independent | rect. | 23 | 1 |
632 | 41.91 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 9 |
642 | 41.92 | wind | 9.0 | 1440 | < th | dose independent | rect. | 5 | 4 |
643 | 41.92 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 4 |
646 | 41.92 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 5 | 4 |
648 | 41.92 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 4 |
649 | 41.92 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 4 |
660 | 41.92 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 20 |
668 | 41.93 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 1 |
669 | 41.93 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 1 |
670 | 41.93 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 1 |
673 | 41.93 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 23 | 1 |
674 | 41.93 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 1 |
695 | 41.93 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 23 |
696 | 41.93 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 1 |
702 | 41.94 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 1 |
705 | 41.94 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 1 |
732 | 41.96 | wind | 1.0 | 270 | > th | dose independent | rect. | 23 | 1 |
742 | 41.96 | radiation | 40.0 | 30 | < th | dose independent | rect. | 8 | 20 |
750 | 41.97 | radiation | 1.0 | 30 | > th | dose independent | rect. | 8 | 10 |
805 | 42.00 | wind | 9.0 | 270 | < th | dose independent | rect. | 16 | 14 |
819 | 42.01 | wind | 9.0 | 30 | < th | dose independent | rect. | 16 | 16 |
835 | 42.02 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 20 |
853 | 42.04 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 8 |
858 | 42.04 | humidity | 50.0 | 270 | > th | dose independent | rect. | 15 | 15 |
859 | 42.04 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 17 | 16 |
862 | 42.04 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 16 | 16 |
863 | 42.04 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 16 | 16 |
871 | 42.05 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 8 |
877 | 42.07 | radiation | 1.0 | 10 | > th | dose independent | rect. | 8 | 8 |
884 | 42.08 | wind | 1.0 | 270 | > th | dose independent | rect. | 20 | 6 |
898 | 42.09 | radiation | 40.0 | 10 | < th | dose independent | rect. | 16 | 16 |
907 | 42.10 | wind | 7.0 | 270 | < th | dose independent | rect. | 20 | 6 |
914 | 42.11 | wind | 7.0 | 270 | < th | dose independent | rect. | 21 | 4 |
936 | 42.12 | wind | 1.0 | 10 | > th | dose independent | rect. | 8 | 8 |
960 | 42.14 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 4 | 4 |
983 | 42.17 | wind | 7.0 | 30 | < th | dose independent | rect. | 23 | 5 |
984 | 42.17 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 14 |
988 | 42.17 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 14 |
992 | 42.18 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 4 |