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Os10g0521500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Esterase/lipase/thioesterase domain containing 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
196.29 | 0.658 | 8.4 | -1.81 | 2.77 | -0.934 | 1.23 | 3.25 | -0.109 | 10.6 | 0.1194 | 1466 | -- | -- |
199.22 | 0.657 | 8.34 | -1.5 | 2.83 | -1.74 | 1.05 | -- | -0.0825 | 10.6 | 0.3488 | 1453 | -- | -- |
197.21 | 0.654 | 8.42 | -1.89 | 3.05 | -1.03 | -- | 3.88 | -0.133 | 10.6 | 0.04408 | 1330 | -- | -- |
203.6 | 0.665 | 8.35 | -1.45 | 2.71 | -1.76 | -- | -- | -0.0776 | 10.6 | 0.36 | 1468 | -- | -- |
304.15 | 0.817 | 8.38 | -1.09 | -- | -1.98 | -- | -0.339 | 0.0828 | -- | 2.041 | 1631 | -- | -- |
232.33 | 0.715 | 8.3 | -1.04 | 2.83 | -- | 0.947 | -- | 0.135 | 10.6 | -- | -- | -- | -- |
236.04 | 0.719 | 8.3 | -1.01 | 2.83 | -- | -- | -- | 0.137 | 10.6 | -- | -- | -- | -- |
298.74 | 0.805 | 8.4 | -0.857 | -- | -2.04 | -- | -- | 0.0333 | -- | 5.534 | 2 | -- | -- |
251.99 | 0.739 | 8.33 | -- | 2.76 | -0.954 | -- | -- | 0.14 | 10.5 | 0.49 | 1507 | -- | -- |
728.74 | 1.26 | 8.37 | -1.06 | -- | -- | -- | -- | 0.124 | -- | -- | -- | -- | -- |
262.67 | 0.758 | 8.27 | -- | 2.84 | -- | -- | -- | 0.249 | 10.6 | -- | -- | -- | -- |
325.96 | 0.841 | 8.36 | -- | -- | -2.06 | -- | -- | 0.165 | -- | 5.865 | 2 | -- | -- |
758.25 | 1.29 | 8.34 | -- | -- | -- | -- | -- | 0.241 | -- | -- | -- | -- | -- |
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 | 190.82 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 7 | 12 |
6 | 193.14 | radiation | 1.0 | 720 | < th | dose independent | rect. | 8 | 11 |
8 | 193.82 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 22 | 21 |
11 | 193.94 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 17 |
13 | 193.95 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 19 |
24 | 194.44 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 2 |
43 | 194.69 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
55 | 195.34 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 17 |
56 | 195.34 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 20 | NA |
58 | 195.35 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 19 |
70 | 195.44 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 8 | 11 |
82 | 195.55 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 4 |
107 | 195.95 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 19 | 10 |
135 | 196.16 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 4 | 1 |
145 | 196.16 | radiation | 1.0 | 4320 | > th | dose dependent | rect. | 4 | 1 |
157 | 196.21 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 10 | 2 |
158 | 196.21 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 2 |
225 | 196.87 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 4 | 1 |
237 | 196.91 | radiation | 1.0 | 1440 | < th | dose independent | sin | 19 | NA |
241 | 197.01 | radiation | 1.0 | 1440 | > th | dose independent | sin | 19 | NA |
245 | 197.02 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 2 | 3 |
246 | 197.08 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 13 | NA |
247 | 197.08 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 13 | NA |
268 | 197.27 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 11 | 2 |
271 | 197.28 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 15 | 10 |
276 | 197.32 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 16 | 16 |
291 | 197.37 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 16 | 16 |
309 | 197.48 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
328 | 197.64 | wind | 1.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
346 | 197.81 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
356 | 197.84 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 19 | 10 |
362 | 197.87 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 16 | 8 |
366 | 197.91 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 17 | 6 |
369 | 197.93 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 10 | 4 |
380 | 197.93 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 18 | 4 |
382 | 197.96 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 18 | 5 |
387 | 198.03 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 16 | 14 |
390 | 198.05 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 17 | 9 |
391 | 198.06 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 18 | 5 |
394 | 198.08 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 17 | 9 |
395 | 198.08 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 16 | 13 |
405 | 198.18 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
411 | 198.22 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 9 | 5 |
431 | 198.40 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
432 | 198.40 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 7 | 7 |
434 | 198.40 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 3 | 11 |
435 | 198.40 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 1 | 13 |
436 | 198.40 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 21 | 17 |
472 | 198.61 | humidity | 50.0 | 14400 | < th | dose dependent | rect. | 10 | 1 |
492 | 198.69 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 4 | 1 |
494 | 198.70 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 4 |
495 | 198.70 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 4 |
497 | 198.71 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 6 |
500 | 198.71 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 6 |
513 | 198.85 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 22 | 7 |
542 | 199.02 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 2 | 3 |
570 | 199.17 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 8 | 6 |
571 | 199.18 | humidity | 50.0 | 14400 | < th | dose independent | sin | 8 | NA |
670 | 199.62 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 10 | 4 |
677 | 199.66 | humidity | 50.0 | 14400 | > th | dose independent | sin | 7 | NA |
776 | 199.95 | wind | 5.0 | 43200 | > th | dose independent | rect. | 15 | 6 |
780 | 199.98 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 17 | 1 |
782 | 199.99 | wind | 5.0 | 43200 | < th | dose independent | rect. | 15 | 6 |
791 | 200.08 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 10 | 2 |
794 | 200.09 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 1 |
796 | 200.09 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 1 |
800 | 200.11 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 2 | 23 |
814 | 200.13 | radiation | 1.0 | 1440 | < th | dose dependent | no | NA | NA |
847 | 200.16 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 15 | 5 |
853 | 200.17 | wind | 1.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
886 | 200.24 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 15 | 3 |
888 | 200.25 | wind | 5.0 | 43200 | < th | dose independent | rect. | 17 | 1 |
898 | 200.32 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 23 |
920 | 200.38 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 1 |
921 | 200.38 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 1 |
968 | 200.62 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 18 | 23 |
972 | 200.64 | wind | 5.0 | 43200 | < th | dose independent | rect. | 13 | 8 |
975 | 200.65 | wind | 5.0 | 43200 | > th | dose independent | rect. | 13 | 8 |