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Os06g0707200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF563 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
132.98 | 0.542 | 9.93 | -1.11 | 2.76 | 1.19 | 1.21 | -0.096 | -0.323 | 6.83 | 79 | 1194 | -- | -- |
132.99 | 0.537 | 9.93 | -1.1 | 2.76 | 1.18 | 1.21 | -- | -0.323 | 6.83 | 79 | 1197 | -- | -- |
136.72 | 0.545 | 9.93 | -1.1 | 2.76 | 1.19 | -- | -0.177 | -0.329 | 6.83 | 79 | 1203 | -- | -- |
136.76 | 0.545 | 9.93 | -1.08 | 2.76 | 1.18 | -- | -- | -0.324 | 6.82 | 79 | 1210 | -- | -- |
522.78 | 1.06 | 9.99 | -1 | -- | 1.35 | -- | -0.138 | -0.305 | -- | 85.17 | 1329 | -- | -- |
163.43 | 0.599 | 9.94 | -0.896 | 2.76 | -- | 1.22 | -- | -0.372 | 6.5 | -- | -- | -- | -- |
167.14 | 0.605 | 9.94 | -0.879 | 2.77 | -- | -- | -- | -0.376 | 6.51 | -- | -- | -- | -- |
522.73 | 1.06 | 9.99 | -0.99 | -- | 1.34 | -- | -- | -0.304 | -- | 85.43 | 1330 | -- | -- |
166.67 | 0.601 | 9.92 | -- | 2.73 | 1.05 | -- | -- | -0.305 | 6.81 | 99.22 | 1228 | -- | -- |
565.82 | 1.11 | 10 | -0.81 | -- | -- | -- | -- | -0.319 | -- | -- | -- | -- | -- |
187.48 | 0.641 | 9.92 | -- | 2.76 | -- | -- | -- | -0.278 | 6.53 | -- | -- | -- | -- |
547.86 | 1.09 | 9.99 | -- | -- | 1.23 | -- | -- | -0.27 | -- | 131.1 | 1333 | -- | -- |
583.11 | 1.13 | 9.98 | -- | -- | -- | -- | -- | -0.229 | -- | -- | -- | -- | -- |
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 | 133.66 | humidity | 80 | 720 | < th | dose dependent | rect. | 19 | 2 |
14 | 135.47 | humidity | 50 | 1440 | > th | dose dependent | rect. | 12 | 2 |
20 | 136.06 | humidity | 90 | 1440 | < th | dose dependent | rect. | 12 | 2 |
23 | 136.33 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 10 |
29 | 136.58 | humidity | 50 | 720 | > th | dose dependent | rect. | 15 | 10 |
41 | 137.11 | humidity | 80 | 720 | < th | dose dependent | rect. | 18 | 14 |
49 | 137.32 | humidity | 80 | 1440 | < th | dose dependent | rect. | 12 | 20 |
55 | 137.41 | humidity | 80 | 720 | < th | dose independent | rect. | 19 | 2 |
61 | 137.56 | humidity | 80 | 1440 | < th | dose dependent | rect. | 12 | 16 |
68 | 137.58 | humidity | 80 | 1440 | < th | dose dependent | rect. | 12 | 10 |
103 | 137.87 | humidity | 70 | 1440 | < th | dose independent | sin | 15 | NA |
104 | 137.87 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 1 |
118 | 137.94 | humidity | 70 | 1440 | < th | dose independent | rect. | 11 | 20 |
120 | 137.95 | humidity | 70 | 1440 | < th | dose independent | rect. | 11 | 9 |
133 | 137.97 | humidity | 80 | 1440 | < th | dose dependent | sin | 16 | NA |
134 | 137.99 | humidity | 70 | 720 | < th | dose independent | sin | 13 | NA |
154 | 138.17 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 20 |
157 | 138.20 | humidity | 70 | 720 | > th | dose independent | sin | 13 | NA |
167 | 138.30 | humidity | 60 | 14400 | > th | dose independent | rect. | 4 | 4 |
175 | 138.33 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 18 |
191 | 138.35 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 20 |
193 | 138.36 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 9 |
198 | 138.37 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 14 |
207 | 138.40 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 16 |
230 | 138.51 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 22 |
237 | 138.57 | humidity | 70 | 1440 | > th | dose independent | sin | 16 | NA |
241 | 138.58 | humidity | 70 | 720 | < th | dose independent | rect. | 17 | 14 |
269 | 138.71 | radiation | 10 | 1440 | > th | dose independent | rect. | 8 | 23 |
309 | 138.80 | radiation | 10 | 1440 | > th | dose independent | rect. | 15 | 23 |
353 | 138.91 | humidity | 50 | 720 | > th | dose dependent | sin | 15 | NA |
381 | 139.06 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 3 |
397 | 139.13 | humidity | 80 | 1440 | < th | dose dependent | rect. | 18 | 23 |
399 | 139.14 | humidity | 80 | 1440 | < th | dose dependent | rect. | 24 | 22 |
428 | 139.19 | humidity | 80 | 1440 | < th | dose dependent | rect. | 6 | 16 |
435 | 139.20 | humidity | 80 | 1440 | < th | dose dependent | no | NA | NA |
437 | 139.20 | humidity | 80 | 1440 | < th | dose dependent | rect. | 6 | 21 |
500 | 139.27 | radiation | 20 | 4320 | > th | dose dependent | rect. | 6 | 2 |
517 | 139.28 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 7 |
521 | 139.30 | humidity | 70 | 1440 | > th | dose independent | rect. | 17 | 22 |
522 | 139.30 | humidity | 80 | 1440 | < th | dose dependent | rect. | 15 | 23 |
526 | 139.32 | radiation | 10 | 1440 | > th | dose independent | rect. | 8 | 10 |
564 | 139.38 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 7 |
594 | 139.39 | humidity | 50 | 1440 | > th | dose dependent | rect. | 11 | 9 |
596 | 139.40 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 1 |
602 | 139.41 | humidity | 60 | 30 | > th | dose dependent | rect. | 13 | 15 |
637 | 139.49 | radiation | 10 | 1440 | > th | dose independent | sin | 22 | NA |
670 | 139.51 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 17 |
697 | 139.57 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 14 |
703 | 139.59 | radiation | 10 | 1440 | > th | dose independent | no | NA | NA |
704 | 139.59 | radiation | 10 | 1440 | > th | dose independent | rect. | 6 | 12 |
791 | 139.61 | radiation | 10 | 1440 | < th | dose dependent | rect. | 13 | 1 |
808 | 139.65 | humidity | 90 | 14400 | < th | dose dependent | rect. | 16 | 1 |
854 | 139.80 | humidity | 50 | 14400 | > th | dose dependent | rect. | 16 | 1 |
857 | 139.81 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 1 |
859 | 139.81 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 1 |
862 | 139.82 | humidity | 80 | 1440 | < th | dose dependent | rect. | 15 | 2 |
877 | 139.85 | temperature | 20 | 10 | > th | dose independent | rect. | 22 | 6 |
884 | 139.86 | humidity | 80 | 1440 | < th | dose independent | rect. | 6 | 9 |
894 | 139.91 | humidity | 70 | 720 | > th | dose independent | rect. | 15 | 5 |
996 | 140.14 | radiation | 20 | 4320 | > th | dose independent | rect. | 6 | 2 |