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Os05g0546500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : DNA-binding TFAR19-related protein 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35.93 | 0.282 | 14 | -0.868 | 0.405 | 0.503 | 0.278 | -1.74 | 0.146 | 22.1 | 19.48 | 1777 | -- | -- |
37.01 | 0.283 | 14 | -0.814 | 0.414 | 1.03 | 0.199 | -- | 0.14 | 21.9 | 18.5 | 3271 | -- | -- |
36.2 | 0.28 | 14 | -0.877 | 0.407 | 0.507 | -- | -1.74 | 0.145 | 22 | 19.48 | 1748 | -- | -- |
37.21 | 0.284 | 14 | -0.836 | 0.408 | 1.07 | -- | -- | 0.14 | 21.9 | 18.4 | 3265 | -- | -- |
45.22 | 0.313 | 14 | -0.932 | -- | 0.514 | -- | -1.56 | 0.123 | -- | 19.44 | 2053 | -- | -- |
50.73 | 0.334 | 14 | -0.321 | 0.401 | -- | 0.33 | -- | 0.339 | 22.1 | -- | -- | -- | -- |
51.15 | 0.335 | 14 | -0.333 | 0.4 | -- | -- | -- | 0.338 | 22 | -- | -- | -- | -- |
46.33 | 0.317 | 14 | -0.855 | -- | 1.11 | -- | -- | 0.136 | -- | 18.46 | 3489 | -- | -- |
49.95 | 0.329 | 14 | -- | 0.396 | 0.413 | -- | -- | 0.302 | 21.8 | 20.7 | 1543 | -- | -- |
60.78 | 0.364 | 13.9 | -0.329 | -- | -- | -- | -- | 0.338 | -- | -- | -- | -- | -- |
54.08 | 0.344 | 13.9 | -- | 0.399 | -- | -- | -- | 0.375 | 21.9 | -- | -- | -- | -- |
57.39 | 0.353 | 13.9 | -- | -- | 0.511 | -- | -- | 0.309 | -- | 19.39 | 860 | -- | -- |
63.63 | 0.372 | 13.9 | -- | -- | -- | -- | -- | 0.375 | -- | -- | -- | -- | -- |
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 | 33.81 | wind | 7.0 | 43200 | > th | dose independent | rect. | 3 | 10 |
2 | 33.86 | wind | 7.0 | 43200 | < th | dose independent | rect. | 3 | 10 |
3 | 33.87 | wind | 7.0 | 43200 | > th | dose independent | rect. | 21 | 16 |
10 | 33.93 | wind | 7.0 | 43200 | < th | dose independent | rect. | 21 | 16 |
15 | 34.02 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 10 | 1 |
16 | 34.02 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 3 |
24 | 34.09 | wind | 7.0 | 43200 | > th | dose independent | rect. | 7 | 6 |
37 | 34.16 | wind | 7.0 | 43200 | < th | dose independent | rect. | 7 | 6 |
38 | 34.20 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 24 | 17 |
42 | 34.22 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 12 | 17 |
45 | 34.25 | wind | 9.0 | 43200 | < th | dose independent | rect. | 10 | 2 |
48 | 34.27 | wind | 7.0 | 43200 | > th | dose independent | rect. | 9 | 3 |
84 | 34.39 | wind | 7.0 | 43200 | < th | dose independent | sin | 7 | NA |
88 | 34.40 | wind | 7.0 | 43200 | > th | dose independent | sin | 7 | NA |
114 | 34.44 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 9 | 5 |
116 | 34.45 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 5 | NA |
117 | 34.45 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 9 | 1 |
118 | 34.45 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
124 | 34.46 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 1 | 13 |
128 | 34.48 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 19 | 7 |
140 | 34.50 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 6 | 5 |
145 | 34.50 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 6 | 5 |
146 | 34.50 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 3 | 10 |
161 | 34.52 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 6 | 7 |
164 | 34.52 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 6 | 7 |
169 | 34.52 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 21 | 17 |
172 | 34.53 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 6 | 7 |
177 | 34.53 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 6 | 7 |
194 | 34.56 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 18 | 9 |
201 | 34.57 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 6 | 5 |
209 | 34.58 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 6 | 5 |
222 | 34.60 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 10 | 3 |
235 | 34.61 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 9 | 1 |
280 | 34.66 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 9 | 5 |
336 | 34.72 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
351 | 34.73 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 13 | NA |
410 | 34.79 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
421 | 34.80 | wind | 5.0 | 43200 | > th | dose dependent | sin | 7 | NA |
431 | 34.81 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
442 | 34.83 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
450 | 34.84 | temperature | 20.0 | 14400 | > th | dose independent | sin | 13 | NA |
451 | 34.84 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 7 | 1 |
452 | 34.84 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
458 | 34.85 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
471 | 34.86 | temperature | 20.0 | 14400 | < th | dose independent | sin | 13 | NA |
473 | 34.86 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 19 | 3 |
477 | 34.86 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 18 | 15 |
493 | 34.87 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
502 | 34.88 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 17 | 5 |
515 | 34.89 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 18 | 15 |
519 | 34.89 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 13 | 1 |
523 | 34.90 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
581 | 34.95 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 24 | 14 |
589 | 34.95 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 17 | 15 |
595 | 34.96 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 21 | 1 |
602 | 34.97 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 1 | 11 |
708 | 35.03 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 17 | 19 |
722 | 35.04 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 21 | 10 |
728 | 35.05 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 17 | 17 |
731 | 35.05 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 5 | 3 |
767 | 35.07 | humidity | 70.0 | 43200 | > th | dose independent | sin | 5 | NA |
793 | 35.08 | wind | 7.0 | 43200 | > th | dose independent | rect. | 21 | 7 |
794 | 35.08 | wind | 7.0 | 43200 | < th | dose independent | rect. | 21 | 7 |
804 | 35.09 | radiation | 30.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
813 | 35.09 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 18 | 21 |
834 | 35.10 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 17 | 16 |
858 | 35.11 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
862 | 35.11 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 21 | 3 |
874 | 35.12 | wind | 7.0 | 43200 | < th | dose independent | rect. | 21 | 10 |
907 | 35.14 | wind | 7.0 | 43200 | > th | dose independent | rect. | 21 | 10 |
915 | 35.14 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 23 | 16 |
924 | 35.14 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 21 | 7 |
940 | 35.15 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 7 | 18 |
976 | 35.17 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 17 | 9 |
988 | 35.17 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 17 | 18 |