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Os01g0556400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Heat shock protein DnaJ family 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35 | 0.278 | 8.94 | 0.525 | 0.272 | -0.445 | 0.688 | -0.109 | 0.157 | 16.8 | 0.0221 | 60 | -- | -- |
35.03 | 0.276 | 8.94 | 0.536 | 0.269 | -0.434 | 0.75 | -- | 0.161 | 16.5 | 0.02202 | 63 | -- | -- |
36 | 0.279 | 8.94 | 0.524 | 0.272 | -0.427 | -- | -0.277 | 0.157 | 16.4 | 0.02008 | 65 | -- | -- |
36.5 | 0.281 | 8.94 | 0.532 | 0.277 | -0.424 | -- | -- | 0.155 | 16.3 | 0.01914 | 65 | -- | -- |
38.43 | 0.289 | 8.94 | 0.585 | -- | -0.478 | -- | -0.452 | 0.196 | -- | 0.06002 | 137 | -- | -- |
39.15 | 0.293 | 8.93 | 0.558 | 0.677 | -- | 0.532 | -- | 0.18 | 13.8 | -- | -- | -- | -- |
40.24 | 0.297 | 8.93 | 0.574 | 0.676 | -- | -- | -- | 0.183 | 13.7 | -- | -- | -- | -- |
38.71 | 0.29 | 8.93 | 0.544 | -- | -0.548 | -- | -- | 0.16 | -- | 0.005491 | 137 | -- | -- |
44.1 | 0.309 | 8.94 | -- | 0.298 | -0.425 | -- | -- | 0.145 | 16.4 | 0.009927 | 65 | -- | -- |
68.04 | 0.385 | 8.94 | 0.547 | -- | -- | -- | -- | 0.168 | -- | -- | -- | -- | -- |
48.92 | 0.327 | 8.94 | -- | 0.665 | -- | -- | -- | 0.119 | 13.7 | -- | -- | -- | -- |
46.04 | 0.316 | 8.93 | -- | -- | -0.57 | -- | -- | 0.145 | -- | 1.085e-06 | 157 | -- | -- |
75.92 | 0.407 | 8.95 | -- | -- | -- | -- | -- | 0.107 | -- | -- | -- | -- | -- |
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 | 33.84 | humidity | 70.0 | 30 | > th | dose independent | rect. | 19 | 10 |
4 | 34.22 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 5 | 3 |
6 | 34.28 | temperature | 20.0 | 10 | > th | dose independent | rect. | 22 | 10 |
7 | 34.28 | wind | 1.0 | 30 | > th | dose independent | rect. | 8 | 21 |
9 | 34.36 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 19 | 10 |
10 | 34.36 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 19 | 10 |
11 | 34.42 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 20 | 11 |
12 | 34.45 | temperature | 20.0 | 10 | > th | dose independent | rect. | 12 | 20 |
14 | 34.52 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 5 | 14 |
15 | 34.52 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 5 | 14 |
16 | 34.54 | wind | 9.0 | 30 | < th | dose independent | rect. | 19 | 10 |
17 | 34.55 | temperature | 10.0 | 30 | > th | dose independent | rect. | 19 | 10 |
18 | 34.55 | temperature | 30.0 | 30 | < th | dose independent | rect. | 19 | 10 |
19 | 34.55 | humidity | 50.0 | 30 | > th | dose independent | rect. | 19 | 10 |
21 | 34.55 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 19 | 10 |
22 | 34.55 | radiation | 1.0 | 30 | < th | dose independent | rect. | 19 | 10 |
28 | 34.55 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 14 |
30 | 34.55 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 5 | 14 |
31 | 34.55 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 19 | 10 |
37 | 34.57 | humidity | 50.0 | 30 | > th | dose independent | rect. | 8 | 21 |
40 | 34.62 | wind | 9.0 | 30 | < th | dose independent | rect. | 8 | 21 |
43 | 34.65 | temperature | 30.0 | 10 | < th | dose independent | rect. | 8 | 21 |
44 | 34.65 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 18 | 11 |
74 | 34.72 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 5 | 14 |
79 | 34.79 | wind | 5.0 | 30 | < th | dose independent | rect. | 5 | 3 |
81 | 34.79 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 8 | 21 |
82 | 34.79 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 8 | 21 |
89 | 34.84 | wind | 1.0 | 90 | > th | dose independent | rect. | 18 | 11 |
100 | 34.87 | radiation | 1.0 | 90 | < th | dose dependent | sin | 13 | NA |
103 | 34.89 | temperature | 10.0 | 30 | > th | dose independent | rect. | 5 | 3 |
105 | 34.89 | temperature | 30.0 | 30 | < th | dose independent | rect. | 5 | 3 |
106 | 34.89 | humidity | 50.0 | 30 | > th | dose independent | rect. | 5 | 3 |
108 | 34.89 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 5 | 3 |
110 | 34.89 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 5 | 3 |
112 | 34.89 | temperature | 10.0 | 30 | > th | dose independent | rect. | 8 | 21 |
113 | 34.89 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 5 | 3 |
115 | 34.90 | wind | 9.0 | 30 | < th | dose independent | rect. | 5 | 14 |
118 | 34.91 | wind | 9.0 | 30 | < th | dose dependent | rect. | 5 | 3 |
122 | 34.93 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 13 |
124 | 34.94 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 8 | 21 |
125 | 34.94 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
127 | 34.95 | radiation | 40.0 | 1440 | < th | dose dependent | rect. | 20 | 9 |
129 | 34.96 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 19 | 10 |
150 | 34.98 | radiation | 40.0 | 30 | < th | dose independent | rect. | 5 | 3 |
171 | 35.03 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 11 |
183 | 35.05 | radiation | 1.0 | 30 | > th | dose independent | rect. | 12 | 20 |
188 | 35.06 | radiation | 1.0 | 30 | > th | dose independent | rect. | 18 | 14 |
208 | 35.11 | wind | 3.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
212 | 35.12 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 8 | 21 |
222 | 35.16 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 22 | 10 |
226 | 35.18 | radiation | 1.0 | 90 | < th | dose independent | sin | 13 | NA |
240 | 35.20 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 3 |
270 | 35.25 | radiation | 1.0 | 10 | > th | dose independent | rect. | 5 | 3 |
293 | 35.25 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 5 | 3 |
309 | 35.30 | radiation | 10.0 | 30 | < th | dose independent | rect. | 5 | 11 |
313 | 35.30 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 5 | 3 |
316 | 35.30 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 12 | 20 |
318 | 35.31 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 16 | 13 |
364 | 35.36 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 16 | 11 |
367 | 35.37 | radiation | 10.0 | 30 | < th | dose independent | rect. | 5 | 9 |
371 | 35.37 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 14 |
385 | 35.38 | radiation | 10.0 | 30 | < th | dose independent | rect. | 5 | 13 |
387 | 35.38 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 14 |
390 | 35.38 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 14 |
395 | 35.39 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 9 | 19 |
431 | 35.43 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 20 | 9 |
434 | 35.43 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 20 | 9 |
438 | 35.43 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 20 | 9 |
444 | 35.43 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 20 | 9 |
445 | 35.43 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 20 | 9 |
481 | 35.43 | radiation | 20.0 | 270 | < th | dose independent | rect. | 16 | 11 |
482 | 35.43 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 14 |
524 | 35.48 | wind | 9.0 | 4320 | < th | dose independent | rect. | 6 | 3 |
546 | 35.51 | temperature | 10.0 | 270 | > th | dose independent | rect. | 21 | 10 |
547 | 35.51 | temperature | 30.0 | 270 | < th | dose independent | rect. | 21 | 10 |
548 | 35.51 | humidity | 50.0 | 270 | > th | dose independent | rect. | 21 | 10 |
550 | 35.51 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 21 | 10 |
551 | 35.51 | radiation | 40.0 | 270 | < th | dose independent | rect. | 21 | 10 |
553 | 35.51 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 14 |
555 | 35.51 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 7 | 14 |
569 | 35.52 | radiation | 1.0 | 30 | > th | dose independent | rect. | 14 | 18 |
612 | 35.56 | wind | 9.0 | 270 | < th | dose independent | rect. | 21 | 10 |
617 | 35.56 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 5 | 3 |
629 | 35.57 | humidity | 70.0 | 10 | > th | dose independent | rect. | 16 | 13 |
630 | 35.57 | humidity | 50.0 | 10 | > th | dose independent | rect. | 5 | 14 |
643 | 35.58 | radiation | 10.0 | 30 | > th | dose independent | rect. | 8 | 4 |
649 | 35.59 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 21 | 10 |
652 | 35.59 | radiation | 1.0 | 30 | > th | dose independent | rect. | 9 | 23 |
654 | 35.59 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 21 | 10 |
661 | 35.60 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 14 |
664 | 35.60 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 5 | 3 |
697 | 35.64 | radiation | 1.0 | 30 | > th | dose independent | sin | 12 | NA |
737 | 35.68 | radiation | 10.0 | 30 | < th | dose independent | rect. | 5 | 5 |
754 | 35.69 | radiation | 1.0 | 270 | > th | dose independent | rect. | 9 | 22 |
759 | 35.70 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
762 | 35.70 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
764 | 35.70 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
765 | 35.70 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 6 | 3 |
771 | 35.70 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 9 | 21 |
774 | 35.70 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 21 | 10 |
788 | 35.72 | wind | 1.0 | 10 | > th | dose independent | rect. | 5 | 3 |
797 | 35.72 | wind | 9.0 | 10 | < th | dose dependent | rect. | 19 | 10 |
801 | 35.73 | temperature | 20.0 | 10 | > th | dose independent | rect. | 17 | 15 |
804 | 35.73 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 5 | 5 |
810 | 35.73 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 5 | 13 |
832 | 35.75 | radiation | 1.0 | 90 | < th | dose independent | rect. | 9 | 19 |
880 | 35.78 | temperature | 30.0 | 270 | < th | dose independent | rect. | 16 | 10 |
918 | 35.80 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 14 | 18 |
921 | 35.81 | temperature | 20.0 | 30 | > th | dose independent | rect. | 8 | 4 |
925 | 35.81 | wind | 1.0 | 30 | > th | dose independent | rect. | 8 | 14 |
979 | 35.84 | temperature | 20.0 | 270 | > th | dose independent | rect. | 12 | 11 |
982 | 35.84 | wind | 9.0 | 30 | < th | dose independent | rect. | 8 | 14 |