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Os01g0106700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Armadillo-like helical 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
81.72 | 0.425 | 8.04 | -0.797 | 0.653 | -0.559 | 0.228 | -2.06 | 0.483 | 17.4 | 0.2136 | 6529 | -- | -- |
85.98 | 0.432 | 8.06 | -0.77 | 0.658 | -0.687 | 0.18 | -- | 0.488 | 17.4 | 1 | 5220 | -- | -- |
81.85 | 0.421 | 8.04 | -0.797 | 0.655 | -0.554 | -- | -2.07 | 0.483 | 17.4 | 0.2483 | 6516 | -- | -- |
86.02 | 0.432 | 8.05 | -0.732 | 0.646 | -0.683 | -- | -- | 0.505 | 17.4 | 1.003 | 5460 | -- | -- |
104.12 | 0.475 | 8.03 | -0.81 | -- | -0.579 | -- | -1.94 | 0.472 | -- | 0.4798 | 6488 | -- | -- |
95.03 | 0.457 | 8.07 | -0.585 | 0.651 | -- | 0.102 | -- | 0.424 | 17.4 | -- | -- | -- | -- |
95.06 | 0.457 | 8.07 | -0.586 | 0.651 | -- | -- | -- | 0.424 | 17.4 | -- | -- | -- | -- |
107.96 | 0.484 | 8.04 | -0.685 | -- | -0.568 | -- | -- | 0.488 | -- | 1.022 | 7110 | -- | -- |
91.24 | 0.445 | 8.04 | -- | 0.626 | -0.699 | -- | -- | 0.636 | 17.2 | 0.4968 | 15567 | -- | -- |
117.14 | 0.506 | 8.06 | -0.607 | -- | -- | -- | -- | 0.408 | -- | -- | -- | -- | -- |
104.1 | 0.477 | 8.06 | -- | 0.661 | -- | -- | -- | 0.489 | 17.4 | -- | -- | -- | -- |
113.02 | 0.495 | 8.01 | -- | -- | -0.675 | -- | -- | 0.649 | -- | 0.2693 | 16362 | -- | -- |
126.88 | 0.526 | 8.05 | -- | -- | -- | -- | -- | 0.475 | -- | -- | -- | -- | -- |
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 | 77.25 | wind | 9.0 | 14400 | < th | dose independent | rect. | 6 | 5 |
3 | 77.81 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 2 | 2 |
4 | 77.88 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 2 | 2 |
9 | 78.17 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
10 | 78.22 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 11 | 1 |
15 | 78.54 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 14 |
20 | 78.69 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 14 |
21 | 78.69 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 14 |
22 | 78.70 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 14 |
23 | 78.71 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
25 | 78.71 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
26 | 78.81 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 3 |
27 | 78.81 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 3 |
29 | 78.82 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 1 |
30 | 78.82 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 1 |
31 | 78.86 | wind | 9.0 | 14400 | > th | dose independent | rect. | 6 | 5 |
32 | 78.87 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 1 |
33 | 78.87 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 1 |
37 | 78.88 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 6 |
51 | 78.99 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 2 | 18 |
53 | 78.99 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 2 | 18 |
54 | 79.00 | wind | 3.0 | 14400 | < th | dose independent | rect. | 3 | 1 |
55 | 79.00 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
56 | 79.01 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 6 |
57 | 79.02 | wind | 1.0 | 4320 | > th | dose independent | rect. | 17 | 3 |
58 | 79.02 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 2 | 18 |
60 | 79.04 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 4 |
71 | 79.12 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 8 |
72 | 79.12 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 14 | 1 |
80 | 79.14 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 8 |
83 | 79.16 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 4 |
84 | 79.17 | wind | 3.0 | 43200 | > th | dose independent | rect. | 4 | 3 |
115 | 79.26 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 12 | 3 |
117 | 79.27 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 2 | NA |
127 | 79.28 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 2 | NA |
128 | 79.28 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 2 | NA |
132 | 79.29 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 8 |
135 | 79.29 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 8 |
145 | 79.32 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 18 | 1 |
148 | 79.33 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 4 |
150 | 79.33 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 6 |
153 | 79.33 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 4 |
155 | 79.33 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 6 |
158 | 79.34 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 2 |
161 | 79.34 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
177 | 79.39 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
179 | 79.39 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
191 | 79.47 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 1 |
192 | 79.47 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
196 | 79.47 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 11 |
210 | 79.51 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 3 | NA |
214 | 79.52 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 2 |
316 | 79.74 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 9 | 2 |
346 | 79.82 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 6 | 5 |
354 | 79.84 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 8 | 3 |
372 | 79.87 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 23 |
379 | 79.89 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 8 | 10 |
395 | 79.92 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
410 | 79.94 | wind | 9.0 | 14400 | > th | dose independent | rect. | 9 | 2 |
413 | 79.94 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 8 | 8 |
454 | 79.99 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 24 | 7 |
504 | 80.08 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 8 | 10 |
596 | 80.19 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
598 | 80.19 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 2 |
636 | 80.24 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 17 | 20 |
663 | 80.28 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 12 | 4 |
683 | 80.30 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 18 | 19 |
704 | 80.32 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |
766 | 80.41 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
783 | 80.43 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 21 | 16 |
798 | 80.44 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 6 | 7 |
821 | 80.45 | humidity | 50.0 | 14400 | > th | dose dependent | sin | 22 | NA |
854 | 80.47 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
866 | 80.48 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
933 | 80.54 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 5 |
944 | 80.55 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
960 | 80.56 | wind | 1.0 | 4320 | < th | dose independent | rect. | 17 | 2 |
963 | 80.56 | humidity | 90.0 | 14400 | < th | dose dependent | sin | 22 | NA |