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Os01g0639900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Carbonic anhydrase, chloroplast precursor (EC 4.2.1.1) (Carbonate dehydratase).
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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 = atmosphere,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
114.91 | 0.504 | 15.4 | -0.722 | 0.343 | 0.623 | 0.824 | 1.86 | -0.817 | 11 | 1008 | 10145 | -- | -- |
121.58 | 0.514 | 15.4 | -0.928 | 0.323 | 0.752 | 0.903 | -- | -0.774 | 10.4 | 1007 | 11663 | -- | -- |
115.87 | 0.501 | 15.4 | -0.629 | 0.33 | 0.636 | -- | 2.27 | -0.784 | 11.3 | 1007 | 8630 | -- | -- |
122.53 | 0.516 | 15.4 | -1.07 | 0.31 | 0.864 | -- | -- | -0.731 | 10.5 | 1005 | 12162 | -- | -- |
122.94 | 0.516 | 15.4 | -0.666 | -- | 0.605 | -- | 2.14 | -0.786 | -- | 1007 | 8648 | -- | -- |
132.91 | 0.54 | 15.5 | -1.02 | 0.329 | -- | 0.811 | -- | -0.885 | 10.6 | -- | -- | -- | -- |
135.61 | 0.545 | 15.5 | -0.982 | 0.325 | -- | -- | -- | -0.882 | 10.7 | -- | -- | -- | -- |
128.49 | 0.528 | 15.4 | -1.08 | -- | 0.827 | -- | -- | -0.76 | -- | 1005 | 12173 | -- | -- |
152.26 | 0.575 | 15.4 | -- | 0.352 | 0.665 | -- | -- | -0.66 | 10.8 | 1005 | 12162 | -- | -- |
142.12 | 0.557 | 15.5 | -0.989 | -- | -- | -- | -- | -0.884 | -- | -- | -- | -- | -- |
161.05 | 0.594 | 15.4 | -- | 0.332 | -- | -- | -- | -0.773 | 10.9 | -- | -- | -- | -- |
158.7 | 0.587 | 15.4 | -- | -- | 0.677 | -- | -- | -0.651 | -- | 1005 | 12302 | -- | -- |
167.91 | 0.605 | 15.4 | -- | -- | -- | -- | -- | -0.774 | -- | -- | -- | -- | -- |
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 | 113.86 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 12 | 2 |
5 | 114.46 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
6 | 114.60 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 2 |
9 | 114.81 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
10 | 114.86 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
14 | 115.06 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 11 | 3 |
23 | 115.43 | radiation | 20.0 | 14400 | < th | dose dependent | rect. | 13 | 1 |
24 | 115.50 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 2 |
25 | 115.53 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 14 | 19 |
26 | 115.62 | radiation | 40.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
50 | 115.86 | radiation | 10.0 | 14400 | < th | dose dependent | rect. | 11 | 4 |
54 | 115.92 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
68 | 115.93 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 24 | 3 |
84 | 116.17 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 1 |
85 | 116.21 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 4 |
86 | 116.22 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 2 |
87 | 116.22 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 2 |
90 | 116.27 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 11 | 19 |
93 | 116.29 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 2 |
124 | 116.33 | radiation | 40.0 | 1440 | > th | dose dependent | rect. | 14 | 19 |
130 | 116.40 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 11 | 19 |
151 | 116.54 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 1 |
171 | 116.55 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 15 | 2 |
178 | 116.61 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 2 | 1 |
180 | 116.64 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 4 |
185 | 116.68 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 4 |
187 | 116.68 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 3 | 2 |
188 | 116.68 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 4 |
189 | 116.71 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 11 | 7 |
191 | 116.72 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 1 |
192 | 116.74 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
197 | 116.76 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 1 |
199 | 116.76 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 1 |
203 | 116.78 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 17 | 1 |
208 | 116.81 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 12 | 6 |
227 | 116.86 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 1 |
238 | 116.95 | radiation | 40.0 | 1440 | > th | dose dependent | rect. | 14 | 1 |
315 | 117.16 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 1 |
316 | 117.16 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 1 |
318 | 117.17 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 5 |
326 | 117.17 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 3 | 14 |
333 | 117.19 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 7 |
341 | 117.20 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 13 | 1 |
344 | 117.20 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 13 | 7 |
351 | 117.20 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 13 | 7 |
356 | 117.23 | radiation | 10.0 | 14400 | > th | dose independent | sin | 19 | NA |
361 | 117.25 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
362 | 117.25 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 7 |
363 | 117.26 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 1 | 3 |
378 | 117.28 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 18 |
396 | 117.31 | radiation | 10.0 | 14400 | < th | dose independent | sin | 19 | NA |
411 | 117.35 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
417 | 117.36 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 21 |
434 | 117.42 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 3 | 1 |
471 | 117.50 | radiation | 20.0 | 14400 | > th | dose dependent | rect. | 6 | 2 |
484 | 117.50 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 3 | 11 |
496 | 117.52 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
530 | 117.56 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 3 | 17 |
531 | 117.56 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 3 | 17 |
536 | 117.56 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 3 | 17 |
620 | 117.69 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 1 | 3 |
633 | 117.73 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 1 |
637 | 117.73 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 1 |
651 | 117.74 | radiation | 1.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
674 | 117.77 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 1 |
677 | 117.77 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 18 | 22 |
696 | 117.78 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 18 |
699 | 117.79 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 5 | 11 |
711 | 117.79 | radiation | 20.0 | 14400 | < th | dose dependent | sin | 18 | NA |
763 | 117.86 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 1 | 1 |
764 | 117.86 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 11 | 9 |
765 | 117.86 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 9 | 11 |
769 | 117.87 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 3 | 15 |
770 | 117.87 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 3 | 15 |
786 | 117.87 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 3 | 15 |
829 | 117.92 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 6 |
832 | 117.92 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 6 |
850 | 117.93 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 4 | 20 |
858 | 117.94 | radiation | 10.0 | 14400 | < th | dose independent | no | NA | NA |
938 | 117.96 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 3 | NA |
961 | 117.98 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 21 |
966 | 117.98 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 21 |
968 | 117.99 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 21 |
972 | 118.00 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 6 |
992 | 118.01 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 15 |