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Os09g0444200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Lecithin:cholesterol acyltransferase 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
17.33 | 0.196 | 11.4 | -0.124 | 0.0612 | 0.335 | -1.08 | -3.15 | 0.25 | 11.4 | 25.6 | 4263 | -- | -- |
19.65 | 0.206 | 11.3 | 0.528 | 0.0611 | 0.113 | -1.06 | -- | 0.349 | 11.3 | 17.51 | 18758 | -- | -- |
21.61 | 0.216 | 11.4 | -0.329 | 0.0693 | 0.365 | -- | -3.33 | 0.211 | 8.87 | 27.04 | 5679 | -- | -- |
24.23 | 0.229 | 11.3 | 0.431 | 0.0788 | 0.183 | -- | -- | 0.323 | 9.59 | 15.41 | 16593 | -- | -- |
21.78 | 0.217 | 11.4 | -0.321 | -- | 0.362 | -- | -3.34 | 0.212 | -- | 27.04 | 5698 | -- | -- |
19.98 | 0.21 | 11.3 | 0.611 | 0.0555 | -- | -1.05 | -- | 0.399 | 11.3 | -- | -- | -- | -- |
24.65 | 0.233 | 11.3 | 0.567 | 0.0688 | -- | -- | -- | 0.394 | 9.55 | -- | -- | -- | -- |
24.52 | 0.231 | 11.3 | 0.445 | -- | 0.161 | -- | -- | 0.328 | -- | 15 | 17283 | -- | -- |
26.02 | 0.238 | 11.3 | -- | 0.0773 | 0.429 | -- | -- | 0.201 | 10.4 | 10.98 | 46955 | -- | -- |
24.93 | 0.233 | 11.3 | 0.567 | -- | -- | -- | -- | 0.394 | -- | -- | -- | -- | -- |
33.13 | 0.269 | 11.3 | -- | 0.0689 | -- | -- | -- | 0.331 | 8.92 | -- | -- | -- | -- |
26.34 | 0.239 | 11.3 | -- | -- | 0.427 | -- | -- | 0.203 | -- | 6.409 | 47520 | -- | -- |
33.4 | 0.27 | 11.3 | -- | -- | -- | -- | -- | 0.331 | -- | -- | -- | -- | -- |
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 | 16.54 | humidity | 60 | 43200 | < th | dose dependent | rect. | 18 | 13 |
2 | 16.57 | humidity | 50 | 43200 | > th | dose independent | rect. | 17 | 15 |
3 | 16.57 | radiation | 10 | 43200 | < th | dose dependent | rect. | 15 | 18 |
5 | 16.57 | radiation | 10 | 43200 | < th | dose dependent | rect. | 16 | 20 |
19 | 16.62 | humidity | 50 | 43200 | < th | dose dependent | rect. | 17 | 15 |
24 | 16.64 | radiation | 30 | 43200 | > th | dose independent | rect. | 7 | 1 |
40 | 16.64 | radiation | 10 | 43200 | < th | dose dependent | sin | 12 | NA |
47 | 16.66 | humidity | 50 | 43200 | < th | dose independent | rect. | 17 | 15 |
55 | 16.67 | radiation | 10 | 43200 | < th | dose dependent | rect. | 11 | 22 |
68 | 16.70 | radiation | 10 | 43200 | < th | dose dependent | rect. | 6 | 4 |
76 | 16.71 | radiation | 10 | 43200 | > th | dose independent | rect. | 17 | 14 |
83 | 16.72 | radiation | 10 | 43200 | < th | dose dependent | rect. | 7 | 1 |
85 | 16.72 | radiation | 10 | 43200 | < th | dose dependent | rect. | 4 | 8 |
96 | 16.73 | radiation | 10 | 43200 | > th | dose independent | rect. | 16 | 16 |
98 | 16.73 | radiation | 10 | 43200 | < th | dose dependent | no | NA | NA |
99 | 16.73 | wind | 1 | 43200 | < th | dose dependent | rect. | 22 | 3 |
102 | 16.73 | radiation | 10 | 43200 | < th | dose dependent | rect. | 4 | 15 |
185 | 16.75 | radiation | 10 | 43200 | < th | dose independent | rect. | 15 | 2 |
195 | 16.76 | radiation | 10 | 14400 | < th | dose independent | rect. | 6 | 1 |
198 | 16.76 | wind | 1 | 43200 | < th | dose dependent | rect. | 20 | 5 |
222 | 16.77 | radiation | 10 | 43200 | < th | dose independent | rect. | 13 | 12 |
239 | 16.78 | radiation | 10 | 43200 | < th | dose independent | rect. | 11 | 18 |
251 | 16.79 | radiation | 10 | 43200 | < th | dose independent | rect. | 11 | 8 |
280 | 16.80 | radiation | 10 | 43200 | < th | dose independent | sin | 17 | NA |
320 | 16.81 | wind | 1 | 43200 | < th | dose dependent | rect. | 20 | 3 |
342 | 16.83 | humidity | 50 | 43200 | > th | dose independent | sin | 11 | NA |
411 | 16.86 | humidity | 50 | 43200 | > th | dose independent | rect. | 17 | 8 |
480 | 16.88 | radiation | 1 | 43200 | > th | dose dependent | sin | 13 | NA |
483 | 16.88 | radiation | 1 | 43200 | > th | dose dependent | rect. | 17 | 1 |
487 | 16.88 | radiation | 1 | 43200 | > th | dose dependent | rect. | 16 | 16 |
490 | 16.88 | radiation | 1 | 43200 | > th | dose dependent | rect. | 14 | 18 |
499 | 16.89 | radiation | 10 | 14400 | < th | dose independent | rect. | 17 | 14 |
503 | 16.89 | humidity | 50 | 43200 | > th | dose independent | rect. | 15 | 18 |
534 | 16.90 | radiation | 30 | 43200 | > th | dose independent | sin | 12 | NA |
535 | 16.90 | radiation | 10 | 43200 | > th | dose independent | rect. | 7 | 1 |
536 | 16.90 | radiation | 10 | 14400 | < th | dose independent | rect. | 23 | 8 |
543 | 16.90 | humidity | 50 | 43200 | < th | dose dependent | rect. | 17 | 5 |
560 | 16.91 | humidity | 50 | 43200 | < th | dose independent | sin | 11 | NA |
687 | 16.93 | radiation | 10 | 43200 | < th | dose independent | rect. | 24 | 17 |
709 | 16.93 | radiation | 1 | 43200 | > th | dose dependent | rect. | 13 | 5 |
714 | 16.93 | wind | 1 | 43200 | < th | dose dependent | rect. | 17 | 9 |
733 | 16.94 | atmosphere | 1010 | 14400 | < th | dose independent | rect. | 5 | 2 |
746 | 16.94 | radiation | 10 | 43200 | < th | dose independent | rect. | 13 | 23 |
750 | 16.94 | radiation | 40 | 43200 | > th | dose dependent | rect. | 13 | 2 |
756 | 16.94 | radiation | 40 | 43200 | < th | dose dependent | rect. | 13 | 6 |
762 | 16.94 | radiation | 40 | 43200 | < th | dose dependent | rect. | 13 | 10 |
846 | 16.95 | radiation | 10 | 43200 | < th | dose independent | no | NA | NA |
848 | 16.95 | radiation | 20 | 14400 | < th | dose independent | rect. | 8 | 1 |
849 | 16.95 | radiation | 40 | 43200 | > th | dose independent | rect. | 13 | 3 |
940 | 16.95 | radiation | 10 | 43200 | > th | dose dependent | rect. | 14 | 1 |
943 | 16.95 | radiation | 20 | 43200 | < th | dose dependent | rect. | 14 | 4 |
944 | 16.95 | radiation | 40 | 43200 | < th | dose dependent | rect. | 14 | 4 |
984 | 16.96 | atmosphere | 1010 | 14400 | > th | dose independent | rect. | 5 | 2 |