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Os04g0225100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : 3'-5' exonuclease 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 = temperature,
response mode = > th, dose dependency = dose independent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
278.34 | 0.784 | 9.17 | 4.48 | 6.93 | 1.72 | -2.2 | 12.2 | 1.02 | 15.4 | 15.1 | 85 | 4.94 | 23 |
335.46 | 0.853 | 9.25 | 4.59 | 7.02 | 2.2 | -1.63 | -- | 0.814 | 15.4 | 13.3 | 51 | 5.2 | 23.8 |
289.68 | 0.793 | 9.18 | 4.5 | 7 | 1.88 | -- | 12.1 | 1.03 | 15.4 | 15.16 | 83 | 4.87 | 23.2 |
338.32 | 0.857 | 9.23 | 4.61 | 7.07 | 2.36 | -- | -- | 0.912 | 15.4 | 13.7 | 50 | 5.21 | 23.8 |
389.66 | 0.919 | 9.15 | 4.79 | -- | 7.35 | -- | -2.12 | 1.11 | -- | -25.72 | 530 | 4.77 | 12.8 |
385.61 | 0.921 | 9.21 | 4.54 | 7.33 | -- | -0.886 | -- | 0.995 | 15.5 | -- | -- | -- | -- |
388.03 | 0.922 | 9.22 | 4.53 | 7.33 | -- | -- | -- | 0.99 | 15.5 | -- | -- | -- | -- |
386.51 | 0.916 | 9.17 | 4.55 | -- | 7.33 | -- | -- | 0.979 | -- | 4.181 | 529 | 4.83 | 12.7 |
563.09 | 1.11 | 9.52 | -- | 7.12 | 3.05 | -- | -- | -0.26 | 15.5 | 18.5 | 47520 | 5.38 | 23.3 |
3385.3 | 2.72 | 9.21 | 4.22 | -- | -- | -- | -- | 0.796 | -- | -- | -- | -- | -- |
928.14 | 1.43 | 9.33 | -- | 7.24 | -- | -- | -- | 0.486 | 15.5 | -- | -- | -- | -- |
934.55 | 1.42 | 9.26 | -- | -- | 7.03 | -- | -- | 0.626 | -- | 6.08 | 499 | 5.02 | 12.8 |
3854.8 | 2.9 | 9.32 | -- | -- | -- | -- | -- | 0.327 | -- | -- | -- | -- | -- |
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 | 282.09 | temperature | 15.0 | 90 | > th | dose independent | rect. | 5 | 23 |
2 | 287.39 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 18 | 4 |
3 | 289.37 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 21 | 4 |
4 | 289.70 | temperature | 20.0 | 270 | > th | dose independent | rect. | 1 | 20 |
5 | 290.53 | wind | 1.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
7 | 291.18 | wind | 1.0 | 270 | < th | dose independent | rect. | 4 | 1 |
9 | 292.14 | temperature | 15.0 | 270 | > th | dose independent | rect. | 24 | 23 |
12 | 294.55 | temperature | 15.0 | 270 | > th | dose independent | rect. | 9 | 12 |
15 | 295.28 | temperature | 15.0 | 720 | > th | dose independent | rect. | 10 | 10 |
20 | 297.56 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 18 | 11 |
25 | 298.71 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 22 | 1 |
32 | 299.94 | temperature | 15.0 | 720 | > th | dose independent | rect. | 17 | 21 |
34 | 300.23 | temperature | 15.0 | 720 | > th | dose independent | rect. | 17 | 13 |
40 | 301.30 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 4 | 2 |
42 | 301.52 | temperature | 15.0 | 720 | > th | dose independent | rect. | 18 | 11 |
44 | 301.98 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 5 |
46 | 302.17 | temperature | 15.0 | 720 | > th | dose independent | rect. | 9 | 5 |
71 | 305.27 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 24 | 4 |
73 | 305.29 | temperature | 15.0 | 720 | > th | dose independent | rect. | 9 | 21 |
102 | 307.98 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 20 | 15 |
103 | 307.99 | temperature | 15.0 | 720 | > th | dose independent | rect. | 17 | 5 |
106 | 308.03 | wind | 1.0 | 90 | < th | dose dependent | rect. | 4 | 9 |
115 | 308.51 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 4 | 22 |
132 | 309.23 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 19 | 22 |
136 | 309.38 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 11 | 23 |
154 | 309.68 | wind | 1.0 | 90 | < th | dose dependent | rect. | 4 | 14 |
164 | 309.86 | wind | 1.0 | 90 | < th | dose dependent | rect. | 4 | 18 |
170 | 309.95 | temperature | 15.0 | 270 | > th | dose independent | rect. | 1 | 12 |
183 | 310.16 | wind | 3.0 | 10 | < th | dose dependent | rect. | 3 | 4 |
194 | 310.39 | temperature | 20.0 | 270 | < th | dose dependent | no | NA | NA |
207 | 310.52 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
209 | 310.54 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 23 | 4 |
213 | 310.65 | temperature | 20.0 | 270 | < th | dose dependent | sin | 9 | NA |
214 | 310.67 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 22 | 13 |
217 | 310.79 | wind | 1.0 | 90 | < th | dose independent | rect. | 4 | 7 |
219 | 310.88 | wind | 1.0 | 90 | < th | dose independent | rect. | 4 | 9 |
224 | 310.99 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 4 | 2 |
229 | 311.08 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 20 | 10 |
247 | 311.69 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 23 | 13 |
277 | 312.63 | humidity | 90.0 | 90 | > th | dose independent | rect. | 4 | 1 |
280 | 312.65 | temperature | 30.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
321 | 313.13 | temperature | 20.0 | 90 | > th | dose independent | rect. | 4 | 1 |
328 | 313.33 | atmosphere | 1010.0 | 720 | < th | dose independent | rect. | 18 | 3 |
332 | 313.62 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 7 | 17 |
369 | 314.41 | wind | 1.0 | 90 | > th | dose independent | rect. | 22 | 13 |
373 | 314.47 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 2 | 19 |
377 | 314.60 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
422 | 315.27 | humidity | 90.0 | 720 | < th | dose independent | rect. | 10 | 3 |
424 | 315.44 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 16 | 13 |
436 | 315.73 | wind | 1.0 | 90 | < th | dose independent | rect. | 4 | 14 |
456 | 316.07 | humidity | 90.0 | 720 | < th | dose independent | rect. | 9 | 5 |
472 | 316.36 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 20 | 3 |
476 | 316.52 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 1 | 5 |
509 | 317.49 | temperature | 25.0 | 90 | < th | dose independent | rect. | 4 | 1 |
512 | 317.53 | temperature | 20.0 | 270 | > th | dose independent | rect. | 2 | 3 |
513 | 317.54 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 24 | 14 |
515 | 317.57 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 19 | 13 |
555 | 318.39 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 2 | 10 |
625 | 319.47 | temperature | 20.0 | 270 | > th | dose independent | rect. | 1 | 5 |
697 | 320.44 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 3 | 19 |
715 | 320.65 | temperature | 15.0 | 10 | > th | dose independent | rect. | 6 | 22 |
717 | 320.65 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 20 |
729 | 320.76 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
764 | 321.14 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 13 |
786 | 321.42 | humidity | 90.0 | 90 | > th | dose independent | rect. | 3 | 3 |
803 | 321.58 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 20 |
815 | 321.66 | temperature | 20.0 | 90 | > th | dose independent | rect. | 3 | 12 |
833 | 321.86 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 17 | 13 |
896 | 322.51 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 3 | 4 |
903 | 322.56 | radiation | 10.0 | 270 | < th | dose independent | rect. | 16 | 13 |
911 | 322.69 | humidity | 90.0 | 30 | > th | dose independent | rect. | 4 | 8 |
913 | 322.71 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 12 |
914 | 322.71 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 12 |
934 | 322.87 | wind | 1.0 | 90 | > th | dose independent | rect. | 22 | 21 |
941 | 322.90 | temperature | 20.0 | 270 | < th | dose independent | rect. | 20 | 19 |
968 | 323.10 | temperature | 30.0 | 720 | < th | dose dependent | sin | 13 | NA |
986 | 323.24 | temperature | 20.0 | 270 | < th | dose independent | rect. | 20 | 16 |