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Os05g0405900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : WD40-like 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.41 | 0.217 | 12.3 | 0.208 | 0.368 | -0.438 | 0.454 | 1.01 | 0.341 | 1.65 | 19.53 | 18802 | -- | -- |
22.39 | 0.22 | 12.3 | 0.271 | 0.371 | -0.659 | 0.459 | -- | 0.311 | 1.65 | -1.238 | 47520 | -- | -- |
22.21 | 0.219 | 12.3 | 0.194 | 0.37 | -0.434 | -- | 1.02 | 0.338 | 1.51 | 19.51 | 18647 | -- | -- |
23.21 | 0.224 | 12.3 | 0.249 | 0.371 | -0.652 | -- | -- | 0.306 | 1.51 | -0.7531 | 47520 | -- | -- |
25.66 | 0.237 | 12.4 | -0.287 | -- | -0.65 | -- | 0.0103 | 0.148 | -- | 19.51 | 18647 | -- | -- |
26.71 | 0.242 | 12.4 | -0.416 | 0.356 | -- | 0.432 | -- | 0.038 | 1.67 | -- | -- | -- | -- |
27.45 | 0.245 | 12.4 | -0.43 | 0.356 | -- | -- | -- | 0.0358 | 1.52 | -- | -- | -- | -- |
25.66 | 0.237 | 12.4 | -0.289 | -- | -0.649 | -- | -- | 0.148 | -- | 19.51 | 18647 | -- | -- |
23.63 | 0.226 | 12.4 | -- | 0.368 | -0.475 | -- | -- | 0.225 | 1.51 | -5.116 | 47520 | -- | -- |
35.19 | 0.277 | 12.4 | -0.416 | -- | -- | -- | -- | 0.0435 | -- | -- | -- | -- | -- |
32.32 | 0.266 | 12.4 | -- | 0.348 | -- | -- | -- | 0.0837 | 1.48 | -- | -- | -- | -- |
27.76 | 0.246 | 12.4 | -- | -- | -0.713 | -- | -- | 0.189 | -- | 19.51 | 18647 | -- | -- |
39.76 | 0.294 | 12.4 | -- | -- | -- | -- | -- | 0.0897 | -- | -- | -- | -- | -- |
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 | 20.64 | humidity | 70 | 43200 | > th | dose dependent | rect. | 13 | 1 |
3 | 20.69 | humidity | 80 | 43200 | < th | dose independent | rect. | 13 | 4 |
5 | 20.70 | humidity | 80 | 43200 | < th | dose independent | rect. | 13 | 1 |
9 | 20.73 | humidity | 80 | 43200 | > th | dose independent | rect. | 13 | 4 |
17 | 20.75 | humidity | 80 | 43200 | > th | dose dependent | rect. | 10 | 14 |
21 | 20.76 | humidity | 80 | 43200 | < th | dose independent | rect. | 10 | 7 |
22 | 20.76 | humidity | 80 | 43200 | > th | dose dependent | sin | 19 | NA |
24 | 20.76 | humidity | 70 | 43200 | > th | dose dependent | rect. | 10 | 6 |
29 | 20.77 | humidity | 80 | 43200 | > th | dose dependent | rect. | 13 | 10 |
36 | 20.78 | humidity | 80 | 43200 | > th | dose independent | rect. | 10 | 7 |
102 | 20.86 | temperature | 15 | 43200 | > th | dose independent | rect. | 24 | 1 |
107 | 20.86 | humidity | 90 | 43200 | > th | dose independent | rect. | 14 | 8 |
135 | 20.89 | humidity | 90 | 43200 | < th | dose independent | rect. | 14 | 8 |
145 | 20.90 | humidity | 80 | 43200 | > th | dose independent | rect. | 5 | 14 |
146 | 20.90 | humidity | 90 | 43200 | > th | dose independent | rect. | 11 | 14 |
159 | 20.91 | humidity | 90 | 43200 | < th | dose independent | rect. | 13 | 11 |
164 | 20.92 | humidity | 80 | 43200 | > th | dose independent | sin | 22 | NA |
176 | 20.92 | temperature | 15 | 43200 | < th | dose dependent | rect. | 1 | 1 |
181 | 20.93 | humidity | 90 | 43200 | > th | dose independent | sin | 18 | NA |
222 | 20.95 | humidity | 90 | 43200 | < th | dose independent | sin | 18 | NA |
257 | 20.97 | temperature | 15 | 43200 | < th | dose independent | rect. | 23 | 2 |
293 | 20.98 | humidity | 80 | 43200 | > th | dose dependent | rect. | 3 | 17 |
344 | 21.01 | humidity | 80 | 43200 | < th | dose independent | sin | 22 | NA |
457 | 21.06 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 2 |
528 | 21.09 | radiation | 1 | 43200 | > th | dose independent | rect. | 10 | 2 |
544 | 21.09 | humidity | 80 | 43200 | > th | dose dependent | rect. | 17 | 2 |
613 | 21.12 | radiation | 1 | 43200 | < th | dose independent | rect. | 10 | 2 |
627 | 21.12 | radiation | 1 | 43200 | < th | dose dependent | rect. | 10 | 2 |
630 | 21.12 | temperature | 20 | 43200 | < th | dose dependent | rect. | 14 | 8 |
633 | 21.12 | radiation | 1 | 43200 | < th | dose dependent | rect. | 19 | 11 |
639 | 21.13 | humidity | 90 | 43200 | < th | dose independent | rect. | 20 | 2 |
659 | 21.13 | radiation | 1 | 43200 | < th | dose dependent | rect. | 4 | 2 |
705 | 21.14 | temperature | 15 | 43200 | < th | dose dependent | sin | 9 | NA |
767 | 21.16 | temperature | 15 | 43200 | > th | dose independent | sin | 11 | NA |
785 | 21.16 | temperature | 15 | 43200 | > th | dose independent | rect. | 21 | 15 |
792 | 21.16 | temperature | 20 | 43200 | < th | dose dependent | rect. | 16 | 3 |
834 | 21.17 | temperature | 15 | 43200 | > th | dose independent | rect. | 23 | 13 |
917 | 21.18 | radiation | 30 | 43200 | > th | dose dependent | rect. | 16 | 16 |
954 | 21.19 | temperature | 20 | 43200 | < th | dose dependent | rect. | 14 | 1 |
980 | 21.20 | radiation | 1 | 43200 | > th | dose independent | rect. | 7 | 6 |
981 | 21.20 | radiation | 1 | 43200 | < th | dose independent | rect. | 7 | 6 |