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Os06g0164000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Zinc finger, MIZ-type 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 independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.39 | 0.217 | 11.2 | 1.44 | 0.0493 | -0.51 | 0.368 | 1.34 | 0.453 | 21.7 | 22.35 | 1500 | -- | -- |
26.27 | 0.239 | 11.2 | 1.21 | 0.000499 | -0.663 | 0.329 | -- | 0.358 | 22.2 | 18.94 | 3514 | -- | -- |
21.77 | 0.217 | 11.2 | 1.42 | 0.0669 | -0.507 | -- | 1.38 | 0.451 | 21.6 | 22.3 | 1227 | -- | -- |
25.77 | 0.236 | 11.2 | 1.23 | 0.0831 | -0.85 | -- | -- | 0.344 | 21 | 18.72 | 3805 | -- | -- |
22.03 | 0.219 | 11.2 | 1.42 | -- | -0.511 | -- | 1.34 | 0.452 | -- | 22.39 | 1470 | -- | -- |
35.62 | 0.28 | 11.3 | 0.807 | 0.0369 | -- | 0.403 | -- | 0.166 | 22.1 | -- | -- | -- | -- |
36.14 | 0.282 | 11.3 | 0.793 | 0.0614 | -- | -- | -- | 0.167 | 18.7 | -- | -- | -- | -- |
25.8 | 0.237 | 11.2 | 1.26 | -- | -0.94 | -- | -- | 0.343 | -- | 18.42 | 3667 | -- | -- |
48.57 | 0.325 | 11.3 | -- | 0.105 | -0.294 | -- | -- | 0.163 | 20.5 | 22.46 | 899 | -- | -- |
36.34 | 0.282 | 11.3 | 0.792 | -- | -- | -- | -- | 0.166 | -- | -- | -- | -- | -- |
52.73 | 0.34 | 11.3 | -- | 0.0531 | -- | -- | -- | 0.0784 | 19.6 | -- | -- | -- | -- |
48.96 | 0.326 | 11.3 | -- | -- | -0.274 | -- | -- | 0.153 | -- | 22.3 | 920 | -- | -- |
52.89 | 0.339 | 11.3 | -- | -- | -- | -- | -- | 0.0776 | -- | -- | -- | -- | -- |
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 |
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1 | 20.27 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 18 |
6 | 20.65 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 16 |
10 | 20.71 | temperature | 30 | 720 | < th | dose dependent | rect. | 20 | 19 |
36 | 21.01 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 12 |
57 | 21.13 | temperature | 30 | 720 | < th | dose dependent | rect. | 15 | 21 |
69 | 21.20 | temperature | 10 | 720 | > th | dose dependent | sin | 9 | NA |
94 | 21.28 | temperature | 30 | 720 | < th | dose dependent | sin | 9 | NA |
132 | 21.40 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 11 |
139 | 21.42 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
164 | 21.48 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 5 |
171 | 21.50 | temperature | 30 | 1440 | < th | dose dependent | rect. | 15 | 14 |
177 | 21.51 | temperature | 15 | 1440 | > th | dose dependent | rect. | 15 | 14 |
180 | 21.52 | temperature | 15 | 1440 | > th | dose dependent | rect. | 17 | 7 |
190 | 21.54 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 8 |
195 | 21.55 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 2 |
198 | 21.55 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 6 |
202 | 21.55 | temperature | 30 | 1440 | < th | dose dependent | rect. | 16 | 10 |
233 | 21.57 | temperature | 15 | 1440 | > th | dose dependent | rect. | 16 | 11 |
256 | 21.59 | temperature | 15 | 1440 | > th | dose dependent | sin | 14 | NA |
258 | 21.59 | temperature | 30 | 1440 | < th | dose dependent | sin | 15 | NA |
275 | 21.60 | temperature | 15 | 720 | > th | dose dependent | rect. | 12 | 23 |
342 | 21.66 | temperature | 10 | 720 | > th | dose dependent | rect. | 8 | 23 |
351 | 21.67 | temperature | 15 | 720 | > th | dose dependent | rect. | 23 | 23 |
375 | 21.69 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 23 |
376 | 21.69 | temperature | 10 | 720 | > th | dose dependent | rect. | 10 | 23 |
396 | 21.72 | temperature | 15 | 720 | > th | dose dependent | no | NA | NA |
424 | 21.74 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 10 |
434 | 21.75 | temperature | 10 | 1440 | > th | dose dependent | rect. | 20 | 1 |
438 | 21.75 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 6 |
517 | 21.81 | temperature | 30 | 1440 | < th | dose dependent | rect. | 20 | 1 |
609 | 21.87 | humidity | 90 | 14400 | > th | dose dependent | rect. | 21 | 5 |
669 | 21.91 | temperature | 30 | 720 | < th | dose dependent | no | NA | NA |