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Os05g0122600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Prefoldin 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 = temperature,
response mode = > th, dose dependency = dose dependent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
177.02 | 0.625 | 8.37 | 1.64 | 0.775 | 2.51 | 1.46 | 1.41 | -0.0706 | 3.28 | 8.977 | 745 | 3.02 | 3.8 |
180.21 | 0.625 | 8.39 | 1.56 | 0.633 | 2.26 | 1.71 | -- | -0.115 | 4.81 | 10.74 | 750 | 3.05 | 3.58 |
182.93 | 0.63 | 8.38 | 1.61 | 0.812 | 2.61 | -- | 1.14 | -0.06 | 2.3 | 7.872 | 737 | 3 | 3.81 |
181.67 | 0.628 | 8.37 | 1.56 | 0.716 | 2.43 | -- | -- | -0.0283 | 3.01 | 6.622 | 752 | 3.05 | 3.42 |
194.22 | 0.649 | 8.38 | 1.67 | -- | 2.29 | -- | 1.25 | -0.0365 | -- | 10.3 | 747 | 2.22 | 4.07 |
239.17 | 0.725 | 8.26 | 1.71 | 2.08 | -- | 0.855 | -- | 0.196 | 9.48 | -- | -- | -- | -- |
241.85 | 0.728 | 8.26 | 1.74 | 2.08 | -- | -- | -- | 0.197 | 9.51 | -- | -- | -- | -- |
193.3 | 0.648 | 8.37 | 1.42 | -- | 2.31 | -- | -- | -0.0838 | -- | 10.91 | 751 | 2.37 | 3.7 |
239.48 | 0.721 | 8.43 | -- | 0.732 | 2.68 | -- | -- | -0.287 | 2.26 | 8.954 | 764 | 2.85 | 3.47 |
495.67 | 1.04 | 8.32 | 1.73 | -- | -- | -- | -- | 0.203 | -- | -- | -- | -- | -- |
322.05 | 0.839 | 8.31 | -- | 2.07 | -- | -- | -- | 0.00308 | 9.45 | -- | -- | -- | -- |
248.16 | 0.734 | 8.43 | -- | -- | 2.41 | -- | -- | -0.296 | -- | 12.53 | 757 | 2.48 | 3.51 |
574.61 | 1.12 | 8.36 | -- | -- | -- | -- | -- | 0.0111 | -- | -- | -- | -- | -- |
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 | 179.69 | temperature | 10 | 720 | > th | dose dependent | rect. | 3 | 4 |
2 | 183.67 | temperature | 20 | 720 | > th | dose dependent | rect. | 4 | 3 |
17 | 192.77 | temperature | 10 | 720 | > th | dose dependent | rect. | 3 | 12 |
32 | 196.47 | radiation | 1 | 30 | > th | dose independent | rect. | 12 | 19 |
48 | 198.24 | temperature | 30 | 720 | < th | dose dependent | rect. | 7 | 2 |
50 | 198.57 | temperature | 30 | 720 | < th | dose independent | rect. | 7 | 3 |
51 | 198.65 | humidity | 60 | 720 | > th | dose independent | rect. | 15 | 4 |
54 | 198.93 | radiation | 1 | 30 | > th | dose independent | rect. | 14 | 17 |
58 | 199.39 | radiation | 30 | 720 | < th | dose independent | rect. | 15 | 4 |
61 | 199.67 | humidity | 70 | 720 | > th | dose independent | rect. | 17 | 1 |
68 | 200.18 | radiation | 1 | 30 | > th | dose independent | rect. | 8 | 23 |
80 | 200.77 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 20 |
83 | 200.93 | wind | 7 | 270 | < th | dose independent | rect. | 2 | 13 |
88 | 201.05 | radiation | 1 | 30 | < th | dose independent | rect. | 13 | 17 |
97 | 201.19 | radiation | 10 | 90 | < th | dose dependent | rect. | 13 | 15 |
109 | 201.43 | radiation | 1 | 30 | < th | dose dependent | rect. | 13 | 17 |
130 | 201.74 | radiation | 1 | 30 | < th | dose independent | rect. | 15 | 15 |
143 | 201.88 | radiation | 1 | 1440 | < th | dose independent | rect. | 8 | 8 |
144 | 201.88 | radiation | 40 | 720 | < th | dose dependent | rect. | 15 | 4 |
154 | 202.19 | temperature | 30 | 720 | < th | dose independent | rect. | 24 | 10 |
155 | 202.20 | temperature | 20 | 720 | > th | dose independent | rect. | 4 | 2 |
166 | 202.21 | radiation | 1 | 30 | < th | dose dependent | no | NA | NA |
174 | 202.21 | radiation | 1 | 30 | < th | dose dependent | rect. | 15 | 23 |
180 | 202.24 | radiation | 1 | 30 | < th | dose dependent | rect. | 17 | 23 |
189 | 202.42 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 5 |
193 | 202.43 | temperature | 30 | 270 | < th | dose dependent | rect. | 6 | 12 |
194 | 202.45 | temperature | 10 | 720 | > th | dose dependent | rect. | 10 | 5 |
196 | 202.47 | humidity | 90 | 720 | < th | dose dependent | rect. | 12 | 1 |
203 | 202.54 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 4 |
215 | 202.79 | radiation | 1 | 30 | > th | dose independent | no | NA | NA |
216 | 202.79 | radiation | 1 | 30 | > th | dose independent | rect. | 5 | 14 |
271 | 202.80 | radiation | 1 | 30 | < th | dose independent | no | NA | NA |
287 | 202.80 | radiation | 1 | 30 | < th | dose independent | rect. | 15 | 23 |
290 | 202.83 | radiation | 1 | 30 | < th | dose independent | rect. | 17 | 23 |
291 | 202.84 | radiation | 1 | 1440 | > th | dose independent | rect. | 11 | 5 |
297 | 202.85 | radiation | 1 | 1440 | > th | dose independent | rect. | 8 | 8 |
336 | 203.09 | radiation | 30 | 270 | < th | dose independent | rect. | 14 | 12 |
339 | 203.17 | radiation | 1 | 1440 | < th | dose dependent | rect. | 8 | 8 |
341 | 203.22 | radiation | 20 | 720 | < th | dose independent | rect. | 16 | 9 |
347 | 203.37 | temperature | 30 | 720 | < th | dose dependent | rect. | 24 | 11 |
348 | 203.39 | temperature | 25 | 10 | > th | dose independent | rect. | 5 | 13 |
352 | 203.43 | temperature | 10 | 90 | > th | dose dependent | rect. | 4 | 20 |
355 | 203.46 | radiation | 1 | 90 | < th | dose independent | rect. | 5 | 23 |
376 | 203.58 | temperature | 10 | 270 | > th | dose dependent | rect. | 2 | 20 |
378 | 203.61 | radiation | 1 | 30 | > th | dose independent | rect. | 17 | 14 |
413 | 203.86 | radiation | 1 | 30 | > th | dose independent | rect. | 10 | 21 |
425 | 203.90 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 3 |
433 | 204.01 | radiation | 1 | 1440 | < th | dose dependent | rect. | 15 | 1 |
442 | 204.09 | temperature | 10 | 10 | > th | dose dependent | rect. | 4 | 20 |
451 | 204.22 | temperature | 30 | 720 | < th | dose dependent | rect. | 24 | 17 |
452 | 204.25 | radiation | 40 | 270 | < th | dose dependent | rect. | 14 | 13 |
459 | 204.32 | temperature | 20 | 720 | > th | dose dependent | sin | 6 | NA |
473 | 204.39 | radiation | 10 | 720 | < th | dose independent | rect. | 17 | 1 |
474 | 204.39 | temperature | 30 | 90 | < th | dose independent | rect. | 7 | 21 |
493 | 204.54 | humidity | 60 | 720 | > th | dose independent | rect. | 15 | 12 |
533 | 204.82 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 21 |
538 | 204.84 | radiation | 10 | 720 | > th | dose independent | rect. | 12 | 1 |
539 | 204.85 | temperature | 20 | 10 | > th | dose dependent | rect. | 5 | 17 |
543 | 204.88 | radiation | 1 | 30 | < th | dose independent | sin | 12 | NA |
549 | 204.93 | radiation | 1 | 30 | > th | dose independent | rect. | 5 | 2 |
570 | 204.98 | radiation | 1 | 720 | > th | dose independent | rect. | 18 | 12 |
572 | 205.01 | radiation | 10 | 720 | < th | dose independent | rect. | 19 | 11 |
574 | 205.02 | temperature | 30 | 90 | < th | dose independent | rect. | 17 | 11 |
624 | 205.38 | radiation | 1 | 1440 | < th | dose independent | rect. | 8 | 5 |
625 | 205.38 | radiation | 1 | 1440 | < th | dose dependent | rect. | 8 | 5 |
640 | 205.45 | temperature | 30 | 720 | < th | dose dependent | sin | 4 | NA |
663 | 205.61 | humidity | 70 | 90 | > th | dose independent | rect. | 17 | 11 |
668 | 205.61 | temperature | 10 | 720 | > th | dose dependent | rect. | 19 | 12 |
674 | 205.64 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 19 |
679 | 205.66 | radiation | 1 | 30 | > th | dose independent | rect. | 10 | 23 |
688 | 205.70 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 13 |
698 | 205.73 | radiation | 10 | 720 | < th | dose dependent | rect. | 17 | 1 |
701 | 205.75 | temperature | 10 | 720 | > th | dose dependent | sin | 5 | NA |
702 | 205.75 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 17 |
721 | 205.81 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 11 |
738 | 205.88 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 13 |
770 | 205.95 | radiation | 40 | 720 | < th | dose independent | rect. | 7 | 3 |
794 | 206.03 | humidity | 50 | 720 | > th | dose independent | rect. | 16 | 18 |
800 | 206.05 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 1 |
801 | 206.05 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 1 |
814 | 206.10 | humidity | 70 | 90 | > th | dose independent | rect. | 15 | 13 |
848 | 206.25 | temperature | 30 | 270 | < th | dose independent | rect. | 15 | 11 |
868 | 206.31 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 19 |
872 | 206.33 | radiation | 20 | 720 | < th | dose independent | rect. | 3 | 4 |
906 | 206.49 | humidity | 50 | 720 | > th | dose dependent | rect. | 15 | 4 |
917 | 206.54 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 21 |
947 | 206.70 | radiation | 1 | 30 | > th | dose independent | sin | 13 | NA |
970 | 206.79 | wind | 9 | 720 | < th | dose independent | rect. | 19 | 20 |
995 | 206.89 | radiation | 1 | 30 | > th | dose independent | rect. | 12 | 21 |