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Os03g0620400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Transcriptional factor B3 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
183.44 | 0.636 | 4.63 | -3.02 | 0.434 | -0.418 | 0.345 | 5.71 | -0.00114 | 21.4 | 90.07 | 8153 | -- | -- |
223.85 | 0.697 | 4.67 | -2 | 0.404 | -0.446 | -0.0208 | -- | 0.0336 | 22 | 89 | 4709 | -- | -- |
183.85 | 0.632 | 4.63 | -3.02 | 0.435 | -0.412 | -- | 5.66 | 0.00322 | 21.4 | 90.1 | 8189 | -- | -- |
205.63 | 0.668 | 4.68 | -2.62 | 0.422 | -2.05 | -- | -- | 0.0496 | 21.3 | 97 | 10687 | -- | -- |
194.64 | 0.65 | 4.63 | -3.01 | -- | -0.522 | -- | 5.67 | -0.0154 | -- | 90.2 | 8125 | -- | -- |
227.78 | 0.708 | 4.64 | -2.08 | 0.442 | -- | -0.0621 | -- | 0.186 | 21.7 | -- | -- | -- | -- |
227.79 | 0.707 | 4.64 | -2.08 | 0.443 | -- | -- | -- | 0.186 | 21.6 | -- | -- | -- | -- |
212.8 | 0.679 | 4.66 | -2.66 | -- | -2.15 | -- | -- | 0.0405 | -- | 96 | 12111 | -- | -- |
327.78 | 0.843 | 4.56 | -- | 0.554 | 0.879 | -- | -- | 0.547 | 21.2 | 95 | 11702 | -- | -- |
239.4 | 0.723 | 4.63 | -2.08 | -- | -- | -- | -- | 0.186 | -- | -- | -- | -- | -- |
341.73 | 0.865 | 4.59 | -- | 0.44 | -- | -- | -- | 0.418 | 21.3 | -- | -- | -- | -- |
274.61 | 0.772 | 4.51 | -- | -- | 1.48 | -- | -- | 0.706 | -- | 95 | 47520 | -- | -- |
353.02 | 0.877 | 4.58 | -- | -- | -- | -- | -- | 0.416 | -- | -- | -- | -- | -- |
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 | 178.84 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 1 | 20 |
9 | 179.71 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 22 |
15 | 180.03 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 17 | 20 |
19 | 180.04 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 3 | 7 |
48 | 180.31 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 11 | 23 |
57 | 180.37 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
107 | 181.12 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 2 | NA |
122 | 181.26 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 13 |
138 | 181.51 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 14 | NA |
149 | 181.66 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 17 | 10 |
152 | 181.68 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 6 | 6 |
157 | 181.74 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 2 | 12 |
160 | 181.80 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 3 |
168 | 181.84 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 3 | 10 |
228 | 182.52 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 6 | 4 |
259 | 182.90 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 6 | 7 |
277 | 183.19 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 19 | 17 |
292 | 183.34 | humidity | 90.0 | 14400 | > th | dose independent | sin | 3 | NA |
321 | 183.61 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 11 | 3 |
346 | 183.86 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 3 | 10 |
356 | 183.94 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 2 | 19 |
404 | 184.23 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
460 | 184.62 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 2 | 22 |
485 | 184.75 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 23 | 23 |
519 | 184.95 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 11 | 23 |
533 | 185.06 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 6 | 23 |
538 | 185.14 | humidity | 90.0 | 14400 | > th | dose independent | no | NA | NA |
583 | 185.43 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 11 | 6 |
599 | 185.58 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 20 | 1 |
602 | 185.62 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 9 | 2 |
613 | 185.68 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 20 | 1 |
620 | 185.74 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
639 | 185.95 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 6 | 11 |
662 | 186.10 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 9 | 3 |
666 | 186.12 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 11 | 6 |
673 | 186.15 | humidity | 90.0 | 14400 | < th | dose independent | sin | 2 | NA |
681 | 186.19 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 19 | 5 |
696 | 186.31 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 6 | 10 |
698 | 186.32 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 6 | 10 |
720 | 186.52 | wind | 9.0 | 14400 | < th | dose independent | rect. | 21 | 14 |
766 | 186.89 | humidity | 90.0 | 14400 | > th | dose independent | sin | 13 | NA |
790 | 187.02 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 5 |
792 | 187.02 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 5 |
797 | 187.04 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 6 | 2 |
799 | 187.04 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 6 | 2 |
861 | 187.33 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 17 | 11 |
907 | 187.55 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 11 | 18 |
913 | 187.57 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 19 | 5 |
914 | 187.57 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 5 |
916 | 187.60 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 19 | 18 |
919 | 187.61 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 5 |
944 | 187.70 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
948 | 187.71 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 6 | 4 |
979 | 187.85 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 5 | 6 |