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Os05g0369100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description :
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
237.42 | 0.724 | 3.59 | -0.0468 | 0.16 | -1.58 | -0.643 | -0.793 | 0.422 | 14 | 25.08 | 740 | -- | -- |
238.31 | 0.719 | 3.6 | -0.109 | 0.136 | -1.46 | -0.766 | -- | 0.412 | 13.6 | 25.22 | 735 | -- | -- |
238.41 | 0.719 | 3.58 | -0.0145 | 0.202 | -1.58 | -- | -1.05 | 0.439 | 16.1 | 24.85 | 776 | -- | -- |
239.93 | 0.721 | 3.61 | -0.194 | 0.192 | -1.47 | -- | -- | 0.402 | 16.1 | 25 | 757 | -- | -- |
240.24 | 0.722 | 3.58 | -0.0267 | -- | -1.55 | -- | -0.956 | 0.433 | -- | 25 | 693 | -- | -- |
270.17 | 0.771 | 3.54 | 0.243 | 0.259 | -- | 0.779 | -- | 0.706 | 20.6 | -- | -- | -- | -- |
271.73 | 0.772 | 3.54 | 0.222 | 0.278 | -- | -- | -- | 0.709 | 19.4 | -- | -- | -- | -- |
241.45 | 0.724 | 3.61 | -0.188 | -- | -1.47 | -- | -- | 0.396 | -- | 25.1 | 674 | -- | -- |
240.78 | 0.723 | 3.6 | -- | 0.191 | -1.38 | -- | -- | 0.439 | 16.4 | 25 | 745 | -- | -- |
275.86 | 0.776 | 3.54 | 0.217 | -- | -- | -- | -- | 0.704 | -- | -- | -- | -- | -- |
273.03 | 0.773 | 3.55 | -- | 0.276 | -- | -- | -- | 0.684 | 19.5 | -- | -- | -- | -- |
242.3 | 0.725 | 3.6 | -- | -- | -1.39 | -- | -- | 0.432 | -- | 25.15 | 669 | -- | -- |
277.11 | 0.777 | 3.54 | -- | -- | -- | -- | -- | 0.68 | -- | -- | -- | -- | -- |
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 | 232.42 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 1 |
2 | 233.70 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 1 |
9 | 235.90 | temperature | 25 | 720 | < th | dose dependent | rect. | 21 | 20 |
14 | 236.23 | temperature | 25 | 720 | < th | dose dependent | rect. | 23 | 21 |
25 | 236.38 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 13 |
33 | 236.47 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 9 |
35 | 236.52 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 13 |
43 | 236.63 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 9 |
46 | 236.65 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 16 |
71 | 237.07 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 16 |
74 | 237.16 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 14 |
94 | 237.39 | temperature | 25 | 720 | < th | dose dependent | rect. | 16 | 23 |
98 | 237.42 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 10 |
105 | 237.44 | temperature | 25 | 720 | < th | dose dependent | rect. | 13 | 23 |
106 | 237.45 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
124 | 237.58 | temperature | 25 | 720 | < th | dose dependent | rect. | 11 | 23 |
129 | 237.61 | temperature | 25 | 720 | < th | dose dependent | rect. | 8 | 23 |
141 | 237.70 | temperature | 30 | 1440 | < th | dose dependent | rect. | 4 | 1 |
144 | 237.73 | temperature | 25 | 720 | < th | dose dependent | sin | 9 | NA |
148 | 237.77 | temperature | 10 | 1440 | > th | dose dependent | rect. | 4 | 1 |
155 | 237.81 | temperature | 30 | 720 | < th | dose dependent | rect. | 23 | 6 |
168 | 237.89 | temperature | 10 | 720 | > th | dose dependent | rect. | 20 | 19 |
253 | 238.47 | temperature | 20 | 1440 | > th | dose independent | sin | 3 | NA |
274 | 238.60 | temperature | 30 | 720 | < th | dose dependent | rect. | 1 | 4 |
302 | 238.77 | temperature | 20 | 1440 | < th | dose independent | sin | 3 | NA |
326 | 238.92 | temperature | 10 | 720 | > th | dose dependent | sin | 8 | NA |
354 | 239.11 | temperature | 25 | 720 | < th | dose dependent | rect. | 21 | 10 |
446 | 239.55 | temperature | 20 | 720 | > th | dose dependent | rect. | 1 | 7 |
656 | 240.40 | temperature | 20 | 720 | > th | dose independent | rect. | 21 | 19 |