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Os07g0606800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Esterase/lipase/thioesterase domain containing 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
168.91 | 0.611 | 3.51 | -0.659 | 0.458 | 1.83 | -0.0346 | -10.4 | -0.131 | 18.1 | 999.2 | 1746 | -- | -- |
170.52 | 0.608 | 3.42 | -0.146 | 0.452 | 2.07 | 0.0434 | -- | -0.125 | 18.3 | 991.5 | 2565 | -- | -- |
168.87 | 0.605 | 3.51 | -0.636 | 0.461 | 1.81 | -- | -10.3 | -0.129 | 18.2 | 999 | 1805 | -- | -- |
170.5 | 0.608 | 3.42 | -0.135 | 0.453 | 2.1 | -- | -- | -0.124 | 18.2 | 991.6 | 2577 | -- | -- |
179.78 | 0.624 | 3.5 | -0.648 | -- | 1.82 | -- | -10.3 | -0.14 | -- | 999 | 1794 | -- | -- |
183.2 | 0.635 | 3.42 | -0.21 | 0.454 | -- | -0.228 | -- | -0.148 | 17.6 | -- | -- | -- | -- |
183.29 | 0.634 | 3.42 | -0.21 | 0.454 | -- | -- | -- | -0.149 | 17.8 | -- | -- | -- | -- |
181.15 | 0.627 | 3.41 | -0.153 | -- | 2.11 | -- | -- | -0.131 | -- | 991.5 | 2253 | -- | -- |
170.98 | 0.609 | 3.41 | -- | 0.455 | 2.14 | -- | -- | -0.108 | 18.2 | 991.6 | 2444 | -- | -- |
193.98 | 0.651 | 3.41 | -0.224 | -- | -- | -- | -- | -0.16 | -- | -- | -- | -- | -- |
184.45 | 0.635 | 3.42 | -- | 0.457 | -- | -- | -- | -0.126 | 17.8 | -- | -- | -- | -- |
181.72 | 0.628 | 3.4 | -- | -- | 2.14 | -- | -- | -0.117 | -- | 991.7 | 2647 | -- | -- |
195.31 | 0.652 | 3.41 | -- | -- | -- | -- | -- | -0.135 | -- | -- | -- | -- | -- |
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 | 159.97 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 13 | 1 |
2 | 160.80 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 13 | 1 |
3 | 160.80 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 13 | 1 |
4 | 161.26 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 19 | 1 |
5 | 161.26 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 19 | 1 |
6 | 161.27 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 13 | 1 |
7 | 161.33 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 19 | 1 |
8 | 162.53 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 1 |
9 | 163.63 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 13 | 1 |
16 | 166.75 | atmosphere | 1005.0 | 270 | < th | dose dependent | rect. | 10 | 2 |
23 | 167.14 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 3 |
28 | 167.45 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 6 |
29 | 167.48 | wind | 1.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
53 | 167.91 | atmosphere | 1005.0 | 90 | < th | dose dependent | rect. | 10 | 5 |
54 | 167.94 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 6 |
57 | 167.94 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 6 |
67 | 168.20 | wind | 1.0 | 4320 | < th | dose independent | rect. | 17 | 2 |
68 | 168.23 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
69 | 168.23 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 6 |
77 | 168.43 | radiation | 30.0 | 1440 | > th | dose independent | rect. | 16 | 1 |
100 | 168.59 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 3 |
101 | 168.59 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 3 |
102 | 168.61 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 3 |
115 | 168.73 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 1 | 10 |
116 | 168.75 | radiation | 30.0 | 1440 | > th | dose dependent | rect. | 16 | 1 |
136 | 168.84 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 12 |
138 | 168.85 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 23 |
143 | 168.91 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 14 |
157 | 169.10 | atmosphere | 1000.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
160 | 169.11 | atmosphere | 1000.0 | 1440 | < th | dose dependent | rect. | 18 | 2 |
162 | 169.13 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 10 |
168 | 169.18 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 20 |
170 | 169.20 | atmosphere | 1000.0 | 1440 | < th | dose dependent | rect. | 7 | 9 |
175 | 169.21 | atmosphere | 1000.0 | 1440 | < th | dose dependent | sin | 1 | NA |
176 | 169.21 | atmosphere | 1000.0 | 1440 | < th | dose dependent | rect. | 8 | 7 |
182 | 169.21 | atmosphere | 1000.0 | 1440 | < th | dose dependent | rect. | 5 | 15 |
202 | 169.24 | atmosphere | 1000.0 | 1440 | < th | dose dependent | rect. | 11 | 2 |
318 | 169.32 | radiation | 30.0 | 10 | > th | dose dependent | rect. | 11 | 1 |
406 | 169.38 | atmosphere | 1000.0 | 1440 | < th | dose dependent | rect. | 14 | 1 |
410 | 169.38 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 7 | 7 |
422 | 169.39 | atmosphere | 1000.0 | 1440 | < th | dose dependent | no | NA | NA |
423 | 169.39 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 1 |
425 | 169.39 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 17 |
426 | 169.39 | atmosphere | 1000.0 | 1440 | < th | dose dependent | rect. | 18 | 23 |
479 | 169.49 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 23 | 12 |
500 | 169.55 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 19 | 16 |
514 | 169.59 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 5 | 1 |
546 | 169.70 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 4 |
552 | 169.71 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 14 |
554 | 169.72 | atmosphere | 1000.0 | 90 | < th | dose independent | rect. | 18 | 2 |
556 | 169.72 | atmosphere | 1000.0 | 90 | < th | dose dependent | rect. | 18 | 2 |
574 | 169.76 | atmosphere | 1000.0 | 1440 | < th | dose independent | rect. | 19 | 1 |
592 | 169.81 | atmosphere | 1000.0 | 1440 | > th | dose independent | rect. | 20 | 1 |
601 | 169.85 | atmosphere | 1000.0 | 1440 | > th | dose independent | rect. | 11 | 2 |
605 | 169.86 | atmosphere | 1000.0 | 1440 | > th | dose independent | rect. | 19 | 4 |
626 | 169.95 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 21 | 6 |
628 | 169.96 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 23 | 1 |
629 | 169.96 | atmosphere | 1000.0 | 1440 | < th | dose independent | rect. | 18 | 5 |
632 | 169.97 | humidity | 70.0 | 90 | < th | dose independent | rect. | 18 | 1 |
640 | 170.00 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 21 | 3 |
641 | 170.00 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 21 | 3 |
653 | 170.04 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 5 | 1 |
655 | 170.04 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 5 | 1 |
681 | 170.07 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 9 |
716 | 170.27 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 16 | 11 |
718 | 170.27 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 7 | 2 |
722 | 170.28 | wind | 3.0 | 14400 | > th | dose independent | rect. | 22 | 4 |
746 | 170.39 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 16 | 6 |
759 | 170.43 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 10 |
777 | 170.50 | wind | 9.0 | 4320 | > th | dose independent | rect. | 23 | 1 |
778 | 170.50 | atmosphere | 995.0 | 4320 | < th | dose independent | rect. | 1 | 1 |
931 | 170.50 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 23 | 1 |
932 | 170.50 | atmosphere | 995.0 | 4320 | < th | dose dependent | rect. | 1 | 1 |
937 | 170.50 | atmosphere | 995.0 | 4320 | < th | dose dependent | rect. | 21 | 1 |