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Os09g0479900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = radiation,
response mode = < th, dose dependency = dose dependent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
313.46 | 0.832 | 5.32 | 0.173 | 2.78 | 1.81 | 1.04 | 3.62 | -0.122 | 23.4 | 0.6063 | 121 | 20.1 | -- |
330.46 | 0.847 | 5.32 | 0.117 | 2.8 | 1.72 | 1.47 | -- | -0.113 | 23.4 | 1.318 | 107 | 20.6 | -- |
317.71 | 0.83 | 5.31 | 0.198 | 2.77 | 1.88 | -- | 3.81 | -0.135 | 23.2 | 0.6544 | 127 | 20.4 | -- |
339.2 | 0.858 | 5.32 | 0.0604 | 2.75 | 1.87 | -- | -- | -0.11 | 23.1 | 1.39 | 113 | 21 | -- |
385.6 | 0.915 | 5.24 | 0.154 | -- | 2.91 | -- | 1.8 | -0.142 | -- | 16.14 | 6 | 4.98 | -- |
383 | 0.917 | 5.32 | 0.108 | 3.17 | -- | 2.06 | -- | -0.194 | 0.464 | -- | -- | -- | -- |
400.95 | 0.938 | 5.32 | 0.0305 | 3.17 | -- | -- | -- | -0.203 | 0.381 | -- | -- | -- | -- |
395.89 | 0.927 | 5.27 | 0.0428 | -- | 3.06 | -- | -- | -0.185 | -- | 42.96 | 9 | 5.42 | -- |
339.27 | 0.858 | 5.32 | -- | 2.74 | 1.87 | -- | -- | -0.111 | 23.1 | 1.508 | 110 | 21 | -- |
1030.52 | 1.5 | 5.26 | 0.137 | -- | -- | -- | -- | -0.152 | -- | -- | -- | -- | -- |
400.97 | 0.937 | 5.32 | -- | 3.17 | -- | -- | -- | -0.206 | 0.381 | -- | -- | -- | -- |
395.84 | 0.927 | 5.27 | -- | -- | 3.05 | -- | -- | -0.179 | -- | 42.78 | 13 | 5.45 | -- |
1031.02 | 1.5 | 5.27 | -- | -- | -- | -- | -- | -0.167 | -- | -- | -- | -- | -- |
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 | 308.23 | wind | 7.0 | 30 | < th | dose independent | rect. | 6 | 21 |
3 | 310.14 | wind | 9.0 | 90 | < th | dose dependent | rect. | 6 | 20 |
4 | 310.22 | wind | 7.0 | 270 | < th | dose independent | rect. | 4 | 21 |
12 | 312.67 | radiation | 10.0 | 10 | < th | dose independent | rect. | 3 | 3 |
19 | 313.29 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 6 | 21 |
20 | 313.29 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 6 | 21 |
22 | 313.73 | temperature | 15.0 | 10 | > th | dose independent | rect. | 6 | 21 |
23 | 313.76 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 3 | 3 |
27 | 313.89 | wind | 9.0 | 10 | < th | dose independent | rect. | 3 | 3 |
28 | 313.89 | temperature | 10.0 | 10 | > th | dose independent | rect. | 3 | 3 |
30 | 313.89 | temperature | 30.0 | 10 | < th | dose independent | rect. | 3 | 3 |
31 | 313.89 | humidity | 50.0 | 10 | > th | dose independent | rect. | 3 | 3 |
34 | 313.89 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 3 | 3 |
35 | 313.89 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 3 | 3 |
62 | 314.29 | wind | 9.0 | 270 | < th | dose dependent | rect. | 4 | 21 |
64 | 314.49 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 4 | 21 |
66 | 314.49 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 4 | 21 |
67 | 314.50 | radiation | 1.0 | 90 | > th | dose independent | sin | 3 | NA |
69 | 314.56 | wind | 7.0 | 270 | < th | dose independent | rect. | 5 | 10 |
74 | 314.76 | radiation | 1.0 | 90 | < th | dose independent | rect. | 3 | 7 |
79 | 314.87 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 3 |
81 | 314.87 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 3 |
87 | 315.16 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 3 | 7 |
111 | 315.98 | wind | 9.0 | 270 | < th | dose dependent | rect. | 5 | 11 |
112 | 315.99 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 3 | 3 |
114 | 316.14 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 3 | 14 |
117 | 316.24 | radiation | 1.0 | 90 | < th | dose independent | rect. | 3 | 12 |
118 | 316.25 | wind | 9.0 | 30 | < th | dose dependent | rect. | 3 | 3 |
123 | 316.56 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 3 | 3 |
124 | 316.59 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 3 | 12 |
127 | 316.68 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 16 | 14 |
139 | 317.03 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 3 |
141 | 317.03 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 3 |
142 | 317.03 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 3 |
145 | 317.03 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 3 |
146 | 317.03 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 3 |
153 | 317.03 | temperature | 10.0 | 270 | > th | dose independent | rect. | 4 | 21 |
161 | 317.05 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 3 |
167 | 317.27 | radiation | 1.0 | 90 | < th | dose dependent | sin | 2 | NA |
173 | 317.60 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 3 |
214 | 317.99 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 3 |
215 | 317.99 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 3 |
340 | 319.68 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
341 | 319.68 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
344 | 319.68 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
348 | 319.68 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
353 | 319.68 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
354 | 319.68 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
358 | 319.68 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 20 |
401 | 320.34 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 21 |
421 | 320.69 | radiation | 40.0 | 270 | < th | dose independent | rect. | 15 | 14 |
424 | 320.74 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 10 |
425 | 320.74 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 10 |
426 | 320.75 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 10 |
427 | 320.75 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 10 |
428 | 320.75 | temperature | 10.0 | 270 | > th | dose independent | rect. | 15 | 14 |
432 | 320.81 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 2 |
448 | 320.86 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 4 | 3 |
460 | 320.91 | wind | 1.0 | 270 | > th | dose independent | rect. | 1 | 3 |
492 | 321.18 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 10 |
494 | 321.18 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 10 |
505 | 321.31 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 10 |
507 | 321.31 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 10 |
508 | 321.31 | temperature | 10.0 | 10 | > th | dose independent | rect. | 16 | 14 |
509 | 321.31 | radiation | 40.0 | 10 | < th | dose independent | rect. | 16 | 14 |
533 | 321.49 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 24 | 18 |
535 | 321.57 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 23 | 21 |
546 | 321.76 | wind | 9.0 | 10 | < th | dose independent | rect. | 6 | 10 |
552 | 321.85 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 24 | 8 |
555 | 321.87 | radiation | 1.0 | 90 | < th | dose independent | sin | 3 | NA |
562 | 321.93 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 10 |
570 | 322.09 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 10 |
574 | 322.14 | radiation | 1.0 | 270 | < th | dose independent | rect. | 24 | 8 |
587 | 322.28 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 16 | 14 |
694 | 323.22 | temperature | 15.0 | 270 | > th | dose independent | rect. | 9 | 10 |
725 | 323.60 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 14 |
771 | 324.21 | wind | 9.0 | 270 | < th | dose dependent | rect. | 13 | 11 |
780 | 324.36 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 16 | 14 |
800 | 324.57 | wind | 7.0 | 270 | < th | dose independent | rect. | 19 | 14 |
807 | 324.68 | humidity | 50.0 | 10 | > th | dose independent | rect. | 16 | 14 |
821 | 324.90 | wind | 9.0 | 10 | < th | dose independent | rect. | 16 | 14 |
823 | 324.91 | wind | 1.0 | 270 | > th | dose independent | rect. | 9 | 10 |
826 | 324.92 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 16 | 14 |
827 | 324.92 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 16 | 14 |
874 | 325.51 | wind | 7.0 | 270 | < th | dose independent | rect. | 13 | 11 |
875 | 325.51 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 14 |
876 | 325.53 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 14 |
877 | 325.53 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 14 |
907 | 325.63 | wind | 9.0 | 720 | < th | dose independent | rect. | 4 | 13 |
913 | 325.72 | wind | 9.0 | 720 | < th | dose independent | rect. | 20 | 21 |
919 | 325.78 | radiation | 1.0 | 270 | < th | dose independent | rect. | 23 | 20 |
990 | 326.28 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 10 |
991 | 326.28 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 14 |
992 | 326.28 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 14 |
993 | 326.28 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 14 |