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Os07g0643400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Esterase/lipase/thioesterase 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
158.63 | 0.592 | 10.5 | 2.78 | 0.719 | -2.59 | -1.18 | -0.418 | 0.835 | 9.13 | 9.43 | 6278 | -- | -- |
158.76 | 0.587 | 10.5 | 2.87 | 0.717 | -2.56 | -1.15 | -- | 0.857 | 9.11 | 9.298 | 6302 | -- | -- |
162.37 | 0.593 | 10.5 | 2.76 | 0.726 | -2.59 | -- | -0.268 | 0.852 | 8.33 | 9.367 | 6442 | -- | -- |
162.42 | 0.594 | 10.5 | 2.83 | 0.73 | -2.58 | -- | -- | 0.871 | 8.27 | 8.381 | 6494 | -- | -- |
191.66 | 0.645 | 10.5 | 2.8 | -- | -2.69 | -- | -0.345 | 0.88 | -- | 8.526 | 6483 | -- | -- |
269.27 | 0.769 | 10.7 | 1.61 | 0.801 | -- | -1.07 | -- | 0.262 | 9.12 | -- | -- | -- | -- |
272.75 | 0.773 | 10.7 | 1.57 | 0.819 | -- | -- | -- | 0.258 | 8.67 | -- | -- | -- | -- |
191.76 | 0.645 | 10.5 | 2.88 | -- | -2.67 | -- | -- | 0.901 | -- | 7.616 | 6488 | -- | -- |
283.44 | 0.784 | 10.7 | -- | 0.606 | -1.41 | -- | -- | 0.19 | 8.55 | 25.51 | 2015 | -- | -- |
310.66 | 0.824 | 10.7 | 1.57 | -- | -- | -- | -- | 0.265 | -- | -- | -- | -- | -- |
337.48 | 0.859 | 10.7 | -- | 0.825 | -- | -- | -- | 0.0839 | 8.52 | -- | -- | -- | -- |
302.62 | 0.81 | 10.7 | -- | -- | -1.47 | -- | -- | 0.185 | -- | 25.2 | 2070 | -- | -- |
375.6 | 0.905 | 10.7 | -- | -- | -- | -- | -- | 0.0913 | -- | -- | -- | -- | -- |
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 | 163.76 | temperature | 10 | 4320 | > th | dose dependent | rect. | 18 | 1 |
4 | 164.57 | temperature | 30 | 4320 | < th | dose dependent | rect. | 18 | 1 |
79 | 166.79 | temperature | 10 | 4320 | > th | dose dependent | sin | 17 | NA |
102 | 167.10 | temperature | 10 | 4320 | > th | dose dependent | rect. | 3 | 20 |
109 | 167.15 | temperature | 10 | 4320 | > th | dose dependent | rect. | 13 | 21 |
155 | 167.36 | temperature | 10 | 4320 | > th | dose dependent | rect. | 8 | 17 |
234 | 167.53 | temperature | 10 | 4320 | > th | dose dependent | no | NA | NA |
456 | 168.12 | temperature | 30 | 4320 | < th | dose dependent | rect. | 17 | 18 |
690 | 168.84 | temperature | 10 | 4320 | > th | dose dependent | rect. | 5 | 5 |
714 | 168.93 | temperature | 30 | 4320 | < th | dose dependent | rect. | 5 | 5 |
754 | 169.06 | temperature | 10 | 4320 | > th | dose dependent | rect. | 3 | 8 |
843 | 169.31 | temperature | 30 | 4320 | < th | dose dependent | sin | 15 | NA |
914 | 169.45 | temperature | 30 | 4320 | < th | dose dependent | rect. | 3 | 20 |