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Os01g0641600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Ubiquitin 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
167.96 | 0.609 | 2.68 | 0.527 | 0.0896 | -4.81 | -0.617 | 50.4 | 0.024 | 17.9 | 33.7 | 71 | -- | -- |
182.7 | 0.634 | 2.75 | -0.00586 | 0.109 | 1.91 | -0.521 | -- | 0.0225 | 18.3 | 33.7 | 71 | -- | -- |
168.52 | 0.605 | 2.68 | 0.52 | 0.123 | -4.88 | -- | 51.1 | 0.0193 | 20.5 | 33.74 | 69 | -- | -- |
176.38 | 0.619 | 2.76 | 0.0457 | 0.136 | 2.3 | -- | -- | -0.0132 | 18.8 | 35.05 | 90 | -- | -- |
169.29 | 0.606 | 2.68 | 0.523 | -- | -4.84 | -- | 50.8 | 0.0196 | -- | 33.71 | 69 | -- | -- |
190.64 | 0.647 | 2.75 | 0.0202 | 0.143 | -- | -0.427 | -- | 0.00851 | 18.3 | -- | -- | -- | -- |
191.04 | 0.647 | 2.75 | 0.0245 | 0.143 | -- | -- | -- | 0.00663 | 19.1 | -- | -- | -- | -- |
172.5 | 0.612 | 2.76 | -0.0226 | -- | 2.88 | -- | -- | 0.0188 | -- | 35.1 | 94 | -- | -- |
171.65 | 0.61 | 2.74 | -- | 0.123 | 2.96 | -- | -- | 0.0331 | 20.1 | 35.1 | 95 | -- | -- |
192.12 | 0.648 | 2.75 | 0.0218 | -- | -- | -- | -- | 0.00406 | -- | -- | -- | -- | -- |
191.05 | 0.647 | 2.76 | -- | 0.143 | -- | -- | -- | 0.0039 | 19.1 | -- | -- | -- | -- |
172.43 | 0.612 | 2.75 | -- | -- | 2.98 | -- | -- | 0.0321 | -- | 35.1 | 95 | -- | -- |
192.14 | 0.647 | 2.75 | -- | -- | -- | -- | -- | 0.00165 | -- | -- | -- | -- | -- |
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 | 168.03 | humidity | 50 | 270 | < th | dose independent | rect. | 13 | 1 |
2 | 168.03 | humidity | 50 | 270 | < th | dose dependent | rect. | 13 | 1 |
3 | 168.03 | atmosphere | 1000 | 270 | < th | dose dependent | rect. | 12 | 1 |
6 | 168.05 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 12 | 1 |
9 | 168.90 | atmosphere | 1000 | 30 | < th | dose dependent | rect. | 13 | 3 |
42 | 173.56 | wind | 1 | 90 | < th | dose dependent | rect. | 4 | 1 |
44 | 173.64 | temperature | 30 | 10 | > th | dose dependent | sin | 14 | NA |
45 | 173.71 | temperature | 30 | 30 | > th | dose dependent | rect. | 12 | 7 |
136 | 174.91 | wind | 1 | 90 | < th | dose independent | rect. | 4 | 1 |
155 | 175.55 | temperature | 30 | 270 | > th | dose dependent | rect. | 12 | 1 |
160 | 175.79 | wind | 1 | 10 | < th | dose independent | rect. | 22 | 1 |
162 | 175.79 | wind | 1 | 10 | < th | dose dependent | rect. | 22 | 1 |
202 | 176.87 | wind | 1 | 10 | < th | dose dependent | rect. | 15 | 8 |
204 | 176.88 | wind | 1 | 10 | < th | dose dependent | rect. | 17 | 6 |
262 | 177.80 | temperature | 30 | 270 | > th | dose dependent | rect. | 18 | 20 |
310 | 178.49 | temperature | 30 | 90 | > th | dose dependent | rect. | 17 | 23 |
330 | 178.63 | temperature | 30 | 90 | > th | dose dependent | no | NA | NA |
549 | 179.43 | temperature | 20 | 90 | < th | dose independent | rect. | 5 | 2 |
562 | 179.67 | atmosphere | 995 | 10 | > th | dose independent | sin | 6 | NA |
603 | 179.85 | temperature | 30 | 270 | > th | dose dependent | sin | 6 | NA |
615 | 179.91 | atmosphere | 995 | 90 | > th | dose independent | rect. | 7 | 22 |
782 | 180.15 | atmosphere | 995 | 10 | < th | dose independent | sin | 6 | NA |
783 | 180.15 | atmosphere | 995 | 10 | < th | dose dependent | sin | 6 | NA |
786 | 180.16 | atmosphere | 995 | 10 | < th | dose independent | rect. | 15 | 1 |