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Os02g0774600 |
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 = wind,
response mode = > th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
123.64 | 0.522 | 2.99 | -0.329 | 0.0452 | -0.476 | 0.395 | 1.98 | -0.0584 | 12.7 | 1 | 10 | -- | -- |
126.97 | 0.529 | 2.98 | -0.252 | 0.00224 | -0.304 | 0.642 | -- | -0.0464 | 14.3 | 1 | 10 | -- | -- |
124.18 | 0.519 | 2.98 | -0.292 | 0.0571 | -0.46 | -- | 2.06 | -0.0447 | 10.2 | 1.067 | 9 | -- | -- |
128.06 | 0.531 | 2.97 | -0.233 | 0.0905 | -0.278 | -- | -- | -0.0442 | 7.85 | 1 | 10 | -- | -- |
124.38 | 0.519 | 2.99 | -0.318 | -- | -0.461 | -- | 2.13 | -0.0588 | -- | 1.054 | 9 | -- | -- |
129.91 | 0.534 | 2.98 | -0.215 | 0.121 | -- | -0.629 | -- | -0.0515 | 3.99 | -- | -- | -- | -- |
130.66 | 0.535 | 2.97 | -0.207 | 0.148 | -- | -- | -- | -0.0481 | 6.19 | -- | -- | -- | -- |
128.49 | 0.53 | 2.98 | -0.234 | -- | -0.296 | -- | -- | -0.0428 | -- | 1 | 10 | -- | -- |
129.47 | 0.533 | 2.97 | -- | 0.0915 | -0.261 | -- | -- | -0.0187 | 7.87 | 1 | 4 | -- | -- |
131.8 | 0.536 | 2.98 | -0.203 | -- | -- | -- | -- | -0.0448 | -- | -- | -- | -- | -- |
131.79 | 0.537 | 2.97 | -- | 0.145 | -- | -- | -- | -0.025 | 6.26 | -- | -- | -- | -- |
129.92 | 0.533 | 2.97 | -- | -- | -0.279 | -- | -- | -0.0172 | -- | 1 | 4 | -- | -- |
132.88 | 0.538 | 2.97 | -- | -- | -- | -- | -- | -0.0223 | -- | -- | -- | -- | -- |
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 | 115.00 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 3 |
5 | 117.77 | wind | 3.0 | 10 | < th | dose dependent | rect. | 2 | 2 |
9 | 118.46 | wind | 1.0 | 10 | < th | dose independent | rect. | 4 | 1 |
10 | 118.46 | wind | 1.0 | 10 | < th | dose dependent | rect. | 4 | 1 |
18 | 118.75 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 3 | 1 |
22 | 118.75 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 3 | 1 |
26 | 118.76 | wind | 1.0 | 270 | < th | dose dependent | rect. | 24 | 1 |
27 | 119.08 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 7 |
50 | 120.01 | wind | 3.0 | 90 | < th | dose independent | rect. | 4 | 20 |
62 | 120.57 | temperature | 30.0 | 10 | < th | dose independent | rect. | 4 | 22 |
63 | 120.62 | wind | 5.0 | 90 | < th | dose dependent | rect. | 4 | 20 |
80 | 121.00 | wind | 9.0 | 90 | < th | dose dependent | rect. | 4 | 21 |
92 | 121.18 | wind | 9.0 | 90 | < th | dose independent | rect. | 3 | 23 |
96 | 121.21 | wind | 5.0 | 90 | < th | dose independent | rect. | 2 | 1 |
131 | 121.64 | wind | 1.0 | 90 | > th | dose independent | rect. | 2 | 1 |
157 | 121.94 | temperature | 10.0 | 90 | > th | dose independent | rect. | 2 | 1 |
159 | 121.94 | temperature | 30.0 | 90 | < th | dose independent | rect. | 2 | 1 |
160 | 121.94 | humidity | 50.0 | 90 | > th | dose independent | rect. | 2 | 1 |
163 | 121.94 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 2 | 1 |
164 | 121.94 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 2 | 1 |
166 | 121.94 | radiation | 1.0 | 90 | < th | dose independent | rect. | 2 | 1 |
171 | 121.94 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 2 | 1 |
172 | 121.94 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 23 |
173 | 121.94 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
178 | 121.94 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 2 | 1 |
181 | 121.95 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 23 |
198 | 122.07 | wind | 1.0 | 10 | < th | dose dependent | rect. | 2 | 7 |
201 | 122.11 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 10 | 18 |
207 | 122.14 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 1 | 2 |
208 | 122.15 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 23 |
213 | 122.15 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 23 |
215 | 122.17 | wind | 7.0 | 270 | < th | dose independent | rect. | 13 | 10 |
220 | 122.19 | wind | 1.0 | 10 | > th | dose independent | rect. | 13 | 23 |
223 | 122.22 | wind | 3.0 | 90 | < th | dose independent | rect. | 4 | 9 |
226 | 122.26 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
229 | 122.29 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 11 |
233 | 122.30 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 2 | 1 |
237 | 122.31 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
283 | 122.46 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 1 | 3 |
293 | 122.53 | temperature | 20.0 | 10 | > th | dose independent | rect. | 2 | 2 |
321 | 122.58 | wind | 1.0 | 10 | < th | dose independent | rect. | 2 | 14 |
336 | 122.60 | wind | 3.0 | 90 | < th | dose independent | rect. | 4 | 15 |
350 | 122.64 | wind | 1.0 | 10 | > th | dose independent | rect. | 16 | 16 |
352 | 122.66 | wind | 1.0 | 10 | > th | dose independent | sin | 10 | NA |
355 | 122.66 | wind | 5.0 | 90 | < th | dose dependent | rect. | 4 | 9 |
374 | 122.71 | wind | 1.0 | 10 | > th | dose independent | rect. | 16 | 18 |
410 | 122.86 | wind | 1.0 | 10 | > th | dose independent | rect. | 13 | 21 |
420 | 122.88 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
449 | 122.90 | wind | 1.0 | 90 | > th | dose independent | rect. | 3 | 22 |
465 | 122.91 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 1 | 3 |
483 | 122.92 | humidity | 50.0 | 90 | > th | dose independent | rect. | 4 | 21 |
487 | 122.92 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 23 |
502 | 122.95 | wind | 7.0 | 270 | < th | dose independent | rect. | 16 | 15 |
516 | 122.99 | wind | 5.0 | 90 | < th | dose dependent | rect. | 4 | 15 |
521 | 123.00 | wind | 9.0 | 270 | < th | dose dependent | rect. | 13 | 9 |
523 | 123.01 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 1 | 3 |
526 | 123.03 | wind | 9.0 | 1440 | < th | dose independent | rect. | 2 | 3 |
527 | 123.03 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 3 |
530 | 123.03 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 2 | 3 |
534 | 123.03 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 2 | 3 |
543 | 123.03 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 2 | 3 |
544 | 123.03 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 2 | 3 |
557 | 123.03 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 21 |
590 | 123.05 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 1 | 3 |
597 | 123.07 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 12 | 1 |
602 | 123.08 | radiation | 40.0 | 90 | < th | dose independent | rect. | 11 | 17 |
630 | 123.18 | radiation | 20.0 | 10 | < th | dose independent | rect. | 10 | 18 |
651 | 123.23 | temperature | 30.0 | 10 | < th | dose independent | rect. | 4 | 11 |
652 | 123.23 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 14 |
666 | 123.30 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 23 | 14 |
698 | 123.36 | wind | 1.0 | 10 | > th | dose independent | rect. | 3 | 23 |
742 | 123.41 | wind | 9.0 | 90 | < th | dose dependent | rect. | 4 | 15 |
819 | 123.50 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 10 |
827 | 123.50 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 10 |
829 | 123.51 | wind | 1.0 | 10 | < th | dose independent | sin | 8 | NA |
837 | 123.52 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 10 |
838 | 123.52 | temperature | 10.0 | 270 | > th | dose independent | rect. | 23 | 14 |
876 | 123.55 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 14 |
878 | 123.55 | atmosphere | 1010.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
885 | 123.55 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 14 |
930 | 123.57 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 10 |
936 | 123.58 | radiation | 40.0 | 270 | < th | dose independent | rect. | 8 | 19 |
966 | 123.62 | humidity | 50.0 | 720 | > th | dose independent | rect. | 15 | 22 |
976 | 123.65 | humidity | 80.0 | 90 | > th | dose independent | rect. | 11 | 1 |
994 | 123.68 | wind | 1.0 | 10 | > th | dose independent | rect. | 22 | 12 |