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Os05g0535600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Inositol-1, 4, 5-trisphosphate 5-phosphatase-like 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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
111.66 | 0.496 | 6.6 | 0.619 | 1.8 | -0.853 | -1.12 | 3.73 | 0.516 | 6.39 | 92.94 | 271 | -- | -- |
110.04 | 0.489 | 6.63 | 0.57 | 1.74 | -2.18 | -0.00714 | -- | 0.524 | 6.63 | 96 | 253 | -- | -- |
105.07 | 0.477 | 6.63 | 0.588 | 1.77 | -2.02 | -- | 4.02 | 0.634 | 6.42 | 94.92 | 215 | -- | -- |
108.51 | 0.485 | 6.61 | 0.579 | 1.77 | -2.7 | -- | -- | 0.557 | 6.5 | 94.97 | 232 | -- | -- |
256.46 | 0.746 | 6.65 | 0.607 | -- | -1.18 | -- | 4.23 | 0.626 | -- | 95.18 | 210 | -- | -- |
129.64 | 0.534 | 6.61 | 0.613 | 1.63 | -- | -0.145 | -- | 0.62 | 6.54 | -- | -- | -- | -- |
129.69 | 0.533 | 6.61 | 0.611 | 1.63 | -- | -- | -- | 0.62 | 6.54 | -- | -- | -- | -- |
261.82 | 0.754 | 6.64 | 0.637 | -- | -1.43 | -- | -- | 0.633 | -- | 95.05 | 209 | -- | -- |
117.46 | 0.505 | 6.63 | -- | 1.75 | -2.77 | -- | -- | 0.513 | 6.51 | 95.03 | 238 | -- | -- |
268.19 | 0.765 | 6.64 | 0.651 | -- | -- | -- | -- | 0.654 | -- | -- | -- | -- | -- |
139.54 | 0.553 | 6.62 | -- | 1.64 | -- | -- | -- | 0.552 | 6.52 | -- | -- | -- | -- |
272.51 | 0.769 | 6.66 | -- | -- | -1.47 | -- | -- | 0.562 | -- | 95.34 | 196 | -- | -- |
279.39 | 0.78 | 6.65 | -- | -- | -- | -- | -- | 0.582 | -- | -- | -- | -- | -- |
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 | 101.23 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
2 | 101.23 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
3 | 101.67 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
4 | 101.68 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
15 | 109.02 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 8 | 5 |
17 | 109.15 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 3 |
18 | 109.15 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 3 |
19 | 109.36 | wind | 1.0 | 720 | < th | dose independent | rect. | 23 | 1 |
20 | 109.79 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 5 |
21 | 109.79 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 5 |
65 | 111.52 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
70 | 111.69 | wind | 1.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
73 | 111.76 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
74 | 111.76 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 1 |
78 | 111.83 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 24 | 7 |
94 | 112.36 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 3 |
98 | 112.45 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 21 | 2 |
110 | 112.67 | wind | 1.0 | 270 | < th | dose independent | rect. | 3 | 1 |
112 | 112.75 | wind | 7.0 | 4320 | > th | dose independent | rect. | 17 | 1 |
117 | 112.88 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 20 | 5 |
120 | 112.93 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
124 | 113.16 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 2 |
133 | 113.49 | wind | 7.0 | 4320 | < th | dose independent | rect. | 17 | 1 |
139 | 113.58 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 2 |
143 | 113.69 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 2 |
144 | 113.69 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 2 |
145 | 113.70 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 17 | 1 |
149 | 113.75 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
175 | 114.28 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 6 |
179 | 114.31 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 6 |
193 | 114.56 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 20 | 15 |
195 | 114.61 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 20 | 17 |
201 | 114.69 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 20 | 21 |
206 | 114.75 | wind | 7.0 | 4320 | > th | dose independent | rect. | 17 | 4 |
212 | 114.77 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 5 | 23 |
216 | 114.82 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 7 | 23 |
268 | 115.02 | atmosphere | 1005.0 | 270 | < th | dose dependent | rect. | 1 | 2 |
274 | 115.04 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 10 | 23 |
275 | 115.05 | humidity | 90.0 | 270 | > th | dose dependent | sin | 10 | NA |
277 | 115.06 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 12 | 23 |
282 | 115.08 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 24 | 8 |
284 | 115.09 | humidity | 90.0 | 270 | > th | dose dependent | no | NA | NA |
296 | 115.13 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 17 | 4 |
318 | 115.27 | wind | 7.0 | 4320 | < th | dose independent | rect. | 17 | 4 |
322 | 115.31 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
324 | 115.31 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
326 | 115.31 | radiation | 20.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
377 | 115.31 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
379 | 115.31 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 20 | 1 |
381 | 115.31 | radiation | 20.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
465 | 115.54 | humidity | 90.0 | 30 | > th | dose dependent | sin | 5 | NA |
466 | 115.55 | humidity | 90.0 | 10 | < th | dose independent | sin | 7 | NA |
508 | 115.78 | humidity | 90.0 | 30 | > th | dose independent | sin | 6 | NA |
519 | 115.85 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 24 | 14 |
521 | 115.85 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 1 | 23 |
538 | 115.93 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 24 | 12 |
586 | 116.24 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 1 |
599 | 116.30 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 4 | 2 |
604 | 116.34 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 19 | 6 |
606 | 116.35 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 23 | 15 |
607 | 116.35 | temperature | 25.0 | 90 | < th | dose independent | rect. | 23 | 19 |
619 | 116.39 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 2 | 12 |
670 | 116.63 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 20 | 12 |
674 | 116.65 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 7 | 7 |
689 | 116.70 | precipitation | 0.1 | 270 | > th | dose dependent | sin | 9 | NA |
707 | 116.76 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 24 | 8 |
714 | 116.81 | precipitation | 0.1 | 270 | > th | dose independent | sin | 9 | NA |
718 | 116.83 | atmosphere | 1005.0 | 90 | < th | dose dependent | rect. | 3 | 4 |
741 | 116.90 | wind | 9.0 | 4320 | > th | dose independent | rect. | 17 | 15 |
743 | 116.90 | humidity | 90.0 | 30 | > th | dose independent | rect. | 24 | 18 |
816 | 117.06 | humidity | 80.0 | 1440 | < th | dose independent | sin | 4 | NA |
826 | 117.08 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 24 | 7 |
861 | 117.17 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 21 | 1 |
896 | 117.25 | humidity | 90.0 | 30 | > th | dose independent | rect. | 24 | 14 |
907 | 117.26 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 5 | 23 |
928 | 117.33 | wind | 1.0 | 720 | < th | dose dependent | rect. | 23 | 1 |
977 | 117.41 | humidity | 90.0 | 30 | > th | dose independent | rect. | 24 | 12 |