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Os02g0144300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Non-protein coding transcript, unclassifiable transcript.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
162.6 | 0.599 | 4.9 | 0.505 | 0.628 | -1.06 | -0.564 | 2.36 | -0.162 | 16.4 | 20.23 | 706 | -- | -- |
166.76 | 0.601 | 4.92 | 0.17 | 0.552 | -1.26 | -0.526 | -- | -0.221 | 16.5 | 15.19 | 800 | -- | -- |
163.43 | 0.595 | 4.9 | 0.484 | 0.619 | -1.06 | -- | 2.25 | -0.165 | 16.4 | 20.06 | 716 | -- | -- |
165.57 | 0.599 | 4.96 | 0.0287 | 0.624 | -1.21 | -- | -- | -0.294 | 16.4 | 14.54 | 671 | -- | -- |
175.25 | 0.617 | 4.88 | 0.59 | -- | -1.13 | -- | 2.43 | -0.143 | -- | 16 | 1059 | -- | -- |
182.47 | 0.633 | 4.99 | -0.255 | 0.521 | -- | -0.595 | -- | -0.477 | 14.4 | -- | -- | -- | -- |
183.75 | 0.635 | 4.99 | -0.271 | 0.521 | -- | -- | -- | -0.48 | 14.5 | -- | -- | -- | -- |
177.38 | 0.62 | 4.95 | 0.0461 | -- | -1.16 | -- | -- | -0.295 | -- | -11.06 | 1059 | -- | -- |
165.59 | 0.599 | 4.96 | -- | 0.623 | -1.2 | -- | -- | -0.298 | 16.3 | 14.5 | 669 | -- | -- |
199.74 | 0.66 | 5 | -0.293 | -- | -- | -- | -- | -0.493 | -- | -- | -- | -- | -- |
185.69 | 0.637 | 4.98 | -- | 0.526 | -- | -- | -- | -0.45 | 14.5 | -- | -- | -- | -- |
177.43 | 0.62 | 4.95 | -- | -- | -1.14 | -- | -- | -0.302 | -- | -6.208 | 1057 | -- | -- |
202.01 | 0.663 | 4.99 | -- | -- | -- | -- | -- | -0.46 | -- | -- | -- | -- | -- |
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 | 157.13 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 3 |
2 | 157.41 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 3 |
3 | 157.74 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 5 |
11 | 159.00 | wind | 5 | 43200 | > th | dose dependent | rect. | 13 | 8 |
14 | 159.13 | wind | 7 | 43200 | < th | dose independent | rect. | 14 | 2 |
15 | 159.13 | wind | 5 | 43200 | > th | dose dependent | rect. | 14 | 2 |
19 | 159.42 | radiation | 20 | 14400 | < th | dose dependent | rect. | 2 | 3 |
25 | 159.53 | wind | 7 | 43200 | < th | dose independent | rect. | 14 | 7 |
26 | 159.54 | wind | 7 | 43200 | > th | dose independent | rect. | 14 | 2 |
30 | 159.60 | wind | 9 | 43200 | < th | dose dependent | rect. | 20 | 1 |
32 | 159.63 | wind | 1 | 43200 | > th | dose dependent | rect. | 20 | 1 |
34 | 159.66 | wind | 5 | 14400 | < th | dose independent | rect. | 11 | 1 |
39 | 159.75 | wind | 7 | 43200 | > th | dose independent | rect. | 14 | 7 |
44 | 159.88 | radiation | 40 | 43200 | > th | dose independent | rect. | 9 | 2 |
55 | 160.07 | radiation | 40 | 43200 | < th | dose independent | rect. | 9 | 1 |
56 | 160.07 | wind | 5 | 43200 | > th | dose independent | rect. | 13 | 9 |
62 | 160.19 | humidity | 80 | 43200 | > th | dose independent | rect. | 21 | 1 |
64 | 160.20 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 11 |
68 | 160.24 | humidity | 80 | 43200 | < th | dose independent | rect. | 21 | 1 |
69 | 160.24 | radiation | 40 | 43200 | > th | dose independent | rect. | 7 | 4 |
89 | 160.27 | radiation | 40 | 43200 | > th | dose dependent | rect. | 9 | 2 |
96 | 160.33 | wind | 7 | 43200 | < th | dose independent | rect. | 13 | 12 |
97 | 160.33 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 14 |
102 | 160.36 | radiation | 10 | 4320 | < th | dose independent | rect. | 18 | 13 |
104 | 160.40 | radiation | 10 | 4320 | < th | dose independent | rect. | 2 | 5 |
111 | 160.42 | wind | 5 | 43200 | < th | dose independent | rect. | 11 | 11 |
116 | 160.43 | radiation | 10 | 4320 | < th | dose independent | rect. | 20 | 11 |
127 | 160.45 | radiation | 10 | 4320 | < th | dose independent | rect. | 4 | 3 |
129 | 160.45 | radiation | 10 | 14400 | < th | dose dependent | rect. | 4 | 1 |
137 | 160.49 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 4 |
139 | 160.49 | wind | 5 | 43200 | > th | dose independent | rect. | 16 | 5 |
172 | 160.57 | temperature | 15 | 270 | > th | dose dependent | rect. | 4 | 17 |
177 | 160.58 | wind | 5 | 14400 | > th | dose independent | rect. | 11 | 1 |
178 | 160.58 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 6 |
201 | 160.60 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 7 |
284 | 160.76 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 7 |
288 | 160.77 | radiation | 10 | 43200 | > th | dose dependent | rect. | 6 | 1 |
310 | 160.81 | wind | 5 | 43200 | < th | dose independent | rect. | 11 | 6 |
339 | 160.84 | radiation | 40 | 43200 | > th | dose dependent | sin | 10 | NA |
374 | 160.90 | radiation | 40 | 43200 | > th | dose independent | sin | 10 | NA |
413 | 160.92 | radiation | 10 | 4320 | < th | dose dependent | rect. | 22 | 7 |
445 | 161.00 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 12 |
446 | 161.01 | radiation | 20 | 43200 | > th | dose independent | rect. | 6 | 2 |
485 | 161.02 | temperature | 15 | 270 | > th | dose dependent | rect. | 2 | 21 |
488 | 161.03 | wind | 5 | 43200 | > th | dose dependent | sin | 18 | NA |
627 | 161.17 | wind | 5 | 43200 | > th | dose independent | sin | 19 | NA |
652 | 161.19 | radiation | 40 | 43200 | < th | dose independent | sin | 9 | NA |
695 | 161.24 | wind | 7 | 43200 | < th | dose independent | sin | 19 | NA |
715 | 161.26 | wind | 7 | 43200 | < th | dose independent | rect. | 13 | 17 |
759 | 161.32 | wind | 7 | 43200 | > th | dose independent | rect. | 13 | 17 |
807 | 161.39 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 7 |
836 | 161.41 | temperature | 25 | 4320 | > th | dose dependent | rect. | 9 | 1 |
908 | 161.52 | radiation | 20 | 43200 | < th | dose independent | rect. | 5 | 4 |
919 | 161.52 | radiation | 20 | 43200 | < th | dose independent | rect. | 18 | 14 |
924 | 161.53 | radiation | 20 | 43200 | < th | dose independent | rect. | 6 | 2 |
978 | 161.57 | radiation | 1 | 4320 | > th | dose dependent | rect. | 4 | 2 |