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Os06g0334300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Resistance protein candidate (Fragment).
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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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55.06 | 0.349 | 10.3 | -0.628 | 0.346 | -0.826 | 0.084 | -0.231 | -0.0118 | 3.83 | 72 | 1253 | -- | -- |
55.1 | 0.346 | 10.3 | -0.665 | 0.34 | -0.848 | 0.154 | -- | -0.0222 | 4.1 | 72.7 | 1230 | -- | -- |
55.06 | 0.346 | 10.3 | -0.627 | 0.344 | -0.829 | -- | -0.246 | -0.0113 | 3.88 | 72.05 | 1245 | -- | -- |
55.16 | 0.346 | 10.3 | -0.666 | 0.34 | -0.847 | -- | -- | -0.0212 | 4.03 | 72.65 | 1232 | -- | -- |
61.07 | 0.364 | 10.3 | -0.619 | -- | -0.91 | -- | -0.221 | -0.00741 | -- | 72.01 | 1221 | -- | -- |
79.24 | 0.417 | 10.3 | -0.499 | 0.495 | -- | 0.176 | -- | 0.0866 | 2.94 | -- | -- | -- | -- |
79.35 | 0.417 | 10.3 | -0.503 | 0.496 | -- | -- | -- | 0.0855 | 2.92 | -- | -- | -- | -- |
61.14 | 0.364 | 10.4 | -0.668 | -- | -0.935 | -- | -- | -0.0223 | -- | 72.21 | 1216 | -- | -- |
66.59 | 0.38 | 10.3 | -- | 0.335 | -0.729 | -- | -- | 0.0435 | 3.73 | 73 | 1250 | -- | -- |
93.49 | 0.452 | 10.3 | -0.482 | -- | -- | -- | -- | 0.0983 | -- | -- | -- | -- | -- |
86.01 | 0.434 | 10.3 | -- | 0.486 | -- | -- | -- | 0.142 | 2.91 | -- | -- | -- | -- |
72.59 | 0.397 | 10.3 | -- | -- | -0.843 | -- | -- | 0.0615 | -- | 72.01 | 1220 | -- | -- |
99.61 | 0.466 | 10.3 | -- | -- | -- | -- | -- | 0.152 | -- | -- | -- | -- | -- |
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 | 55.28 | radiation | 40 | 1440 | > th | dose dependent | sin | 13 | NA |
2 | 55.29 | radiation | 40 | 1440 | > th | dose dependent | rect. | 13 | 20 |
3 | 55.43 | radiation | 20 | 14400 | > th | dose dependent | rect. | 16 | 2 |
17 | 55.50 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 1 |
18 | 55.53 | radiation | 40 | 1440 | > th | dose dependent | rect. | 13 | 2 |
19 | 55.55 | humidity | 80 | 1440 | < th | dose dependent | sin | 14 | NA |
37 | 55.64 | humidity | 80 | 1440 | < th | dose dependent | rect. | 15 | 17 |
40 | 55.70 | humidity | 70 | 1440 | < th | dose independent | sin | 15 | NA |
42 | 55.74 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 12 |
78 | 55.93 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 2 |
86 | 55.97 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 13 |
95 | 56.03 | humidity | 70 | 1440 | > th | dose independent | sin | 15 | NA |
96 | 56.03 | humidity | 70 | 1440 | < th | dose independent | rect. | 12 | 8 |
110 | 56.06 | humidity | 50 | 1440 | > th | dose dependent | rect. | 12 | 11 |
132 | 56.15 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 8 |
137 | 56.18 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 6 |
139 | 56.18 | temperature | 25 | 14400 | > th | dose dependent | rect. | 22 | 2 |
140 | 56.19 | humidity | 70 | 14400 | > th | dose independent | rect. | 19 | 4 |
148 | 56.23 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 4 |
159 | 56.25 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 1 |
178 | 56.27 | humidity | 70 | 1440 | > th | dose independent | rect. | 12 | 15 |
183 | 56.28 | humidity | 70 | 1440 | > th | dose independent | rect. | 12 | 13 |
189 | 56.29 | humidity | 70 | 1440 | > th | dose independent | rect. | 12 | 11 |
194 | 56.30 | humidity | 70 | 1440 | > th | dose independent | rect. | 12 | 8 |
231 | 56.40 | humidity | 90 | 43200 | > th | dose dependent | rect. | 9 | 2 |
245 | 56.41 | radiation | 40 | 1440 | > th | dose independent | rect. | 13 | 20 |
278 | 56.46 | humidity | 50 | 1440 | > th | dose dependent | rect. | 12 | 20 |
289 | 56.50 | radiation | 40 | 1440 | > th | dose independent | rect. | 13 | 2 |
316 | 56.53 | temperature | 30 | 14400 | > th | dose independent | rect. | 11 | 2 |
324 | 56.56 | humidity | 50 | 1440 | > th | dose dependent | sin | 17 | NA |
369 | 56.67 | humidity | 90 | 43200 | < th | dose independent | rect. | 10 | 2 |
417 | 56.77 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 1 |
446 | 56.81 | temperature | 30 | 14400 | > th | dose dependent | rect. | 15 | 3 |
466 | 56.83 | humidity | 80 | 1440 | < th | dose dependent | rect. | 16 | 1 |
489 | 56.90 | humidity | 80 | 43200 | > th | dose dependent | rect. | 12 | 1 |
558 | 56.97 | wind | 5 | 43200 | < th | dose independent | rect. | 11 | 1 |
571 | 57.00 | humidity | 90 | 43200 | > th | dose independent | rect. | 9 | 4 |
572 | 57.00 | temperature | 30 | 14400 | > th | dose dependent | sin | 13 | NA |
587 | 57.04 | temperature | 25 | 14400 | < th | dose independent | rect. | 23 | 4 |
588 | 57.04 | temperature | 25 | 14400 | > th | dose independent | rect. | 22 | 5 |
594 | 57.06 | radiation | 40 | 1440 | > th | dose independent | sin | 13 | NA |
619 | 57.09 | radiation | 10 | 1440 | > th | dose independent | rect. | 15 | 16 |
624 | 57.10 | temperature | 25 | 14400 | > th | dose independent | rect. | 23 | 3 |
633 | 57.11 | radiation | 1 | 1440 | > th | dose dependent | rect. | 13 | 5 |
636 | 57.12 | radiation | 30 | 14400 | < th | dose independent | rect. | 15 | 11 |
639 | 57.12 | wind | 5 | 43200 | < th | dose dependent | rect. | 2 | 2 |
647 | 57.13 | radiation | 30 | 14400 | < th | dose independent | rect. | 15 | 8 |
651 | 57.13 | wind | 1 | 43200 | > th | dose dependent | rect. | 2 | 2 |
669 | 57.14 | radiation | 30 | 14400 | < th | dose independent | rect. | 15 | 3 |
703 | 57.17 | temperature | 30 | 14400 | < th | dose independent | rect. | 17 | 10 |
710 | 57.18 | temperature | 30 | 14400 | > th | dose independent | rect. | 17 | 2 |
717 | 57.18 | temperature | 30 | 14400 | < th | dose independent | rect. | 17 | 8 |
733 | 57.19 | temperature | 30 | 14400 | < th | dose independent | rect. | 17 | 2 |
735 | 57.19 | temperature | 30 | 14400 | < th | dose independent | rect. | 17 | 5 |
743 | 57.19 | radiation | 40 | 14400 | > th | dose dependent | rect. | 14 | 2 |
781 | 57.22 | radiation | 40 | 1440 | < th | dose independent | rect. | 14 | 1 |
804 | 57.26 | temperature | 25 | 14400 | > th | dose independent | rect. | 19 | 11 |
847 | 57.30 | wind | 5 | 43200 | > th | dose dependent | rect. | 11 | 1 |
886 | 57.35 | temperature | 25 | 14400 | < th | dose independent | rect. | 24 | 1 |
895 | 57.38 | radiation | 30 | 14400 | > th | dose independent | rect. | 15 | 2 |
905 | 57.38 | temperature | 25 | 14400 | < th | dose independent | rect. | 20 | 10 |
917 | 57.39 | radiation | 10 | 1440 | > th | dose independent | sin | 14 | NA |
970 | 57.45 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 8 |
991 | 57.46 | temperature | 30 | 14400 | > th | dose independent | rect. | 11 | 8 |