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Os04g0618200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : UDP-glucose 4-epimerase 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
85.23 | 0.434 | 8.49 | -0.336 | 0.453 | 0.55 | -1.38 | 3.93 | 0.199 | 3.32 | 31 | 79 | -- | -- |
98.08 | 0.465 | 8.41 | 0.302 | 0.501 | 0.574 | -0.154 | -- | 0.359 | 3.33 | 64.9 | 11 | -- | -- |
89.68 | 0.441 | 8.47 | -0.168 | 0.48 | 0.52 | -- | 3.35 | 0.232 | 2.94 | 34.5 | 80 | -- | -- |
97.93 | 0.461 | 8.41 | 0.314 | 0.5 | 0.573 | -- | -- | 0.359 | 3.07 | 35.36 | 69 | -- | -- |
98.7 | 0.463 | 8.45 | -0.0216 | -- | 1.07 | -- | 3.29 | 0.321 | -- | 36.11 | 34 | -- | -- |
101.19 | 0.472 | 8.43 | 0.193 | 0.659 | -- | -0.025 | -- | 0.279 | 3.03 | -- | -- | -- | -- |
101.19 | 0.471 | 8.43 | 0.194 | 0.659 | -- | -- | -- | 0.279 | 3.03 | -- | -- | -- | -- |
107.46 | 0.483 | 8.4 | 0.439 | -- | 1.14 | -- | -- | 0.448 | -- | 40.76 | 65 | -- | -- |
100.23 | 0.466 | 8.43 | -- | 0.544 | 0.424 | -- | -- | 0.308 | 3.06 | 50.94 | 67 | -- | -- |
126.08 | 0.525 | 8.43 | 0.222 | -- | -- | -- | -- | 0.296 | -- | -- | -- | -- | -- |
102.18 | 0.473 | 8.44 | -- | 0.663 | -- | -- | -- | 0.258 | 3.03 | -- | -- | -- | -- |
112.22 | 0.493 | 8.41 | -- | -- | 0.994 | -- | -- | 0.383 | -- | 46.05 | 62 | -- | -- |
127.38 | 0.527 | 8.44 | -- | -- | -- | -- | -- | 0.272 | -- | -- | -- | -- | -- |
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 | 81.10 | wind | 7 | 4320 | > th | dose independent | rect. | 17 | 2 |
2 | 81.24 | wind | 7 | 4320 | > th | dose dependent | rect. | 17 | 2 |
4 | 81.38 | wind | 7 | 4320 | > th | dose independent | rect. | 15 | 5 |
7 | 81.45 | wind | 7 | 4320 | > th | dose dependent | rect. | 15 | 4 |
13 | 81.82 | wind | 7 | 4320 | < th | dose independent | rect. | 17 | 3 |
15 | 81.85 | wind | 7 | 4320 | < th | dose independent | rect. | 15 | 5 |
20 | 82.00 | radiation | 10 | 4320 | < th | dose dependent | rect. | 24 | 5 |
35 | 82.50 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 3 |
70 | 83.20 | radiation | 40 | 43200 | < th | dose dependent | rect. | 23 | 6 |
72 | 83.25 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 2 |
77 | 83.33 | radiation | 1 | 1440 | > th | dose independent | rect. | 10 | 3 |
90 | 83.54 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 5 |
93 | 83.60 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 12 |
96 | 83.61 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 8 |
97 | 83.61 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 10 |
109 | 83.64 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 19 |
132 | 83.82 | radiation | 40 | 43200 | < th | dose dependent | rect. | 19 | 10 |
133 | 83.82 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 20 |
135 | 83.85 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 7 |
141 | 83.91 | temperature | 10 | 10 | > th | dose dependent | rect. | 7 | 23 |
150 | 83.96 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 12 |
158 | 83.99 | radiation | 10 | 4320 | < th | dose dependent | rect. | 19 | 10 |
161 | 84.01 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 16 |
218 | 84.41 | temperature | 10 | 30 | > th | dose dependent | rect. | 23 | 23 |
252 | 84.56 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 7 |
277 | 84.64 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 4 |
279 | 84.64 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 4 |
283 | 84.65 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 16 |
325 | 84.80 | radiation | 20 | 1440 | < th | dose dependent | sin | 19 | NA |
392 | 84.90 | temperature | 10 | 30 | > th | dose dependent | rect. | 3 | 23 |
449 | 85.04 | temperature | 30 | 10 | < th | dose dependent | sin | 20 | NA |
462 | 85.07 | radiation | 10 | 4320 | < th | dose dependent | rect. | 3 | 2 |
481 | 85.09 | radiation | 1 | 1440 | < th | dose independent | rect. | 13 | 1 |
482 | 85.09 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 1 |
509 | 85.16 | temperature | 30 | 90 | < th | dose dependent | sin | 21 | NA |
513 | 85.19 | radiation | 1 | 1440 | > th | dose independent | rect. | 13 | 1 |
548 | 85.25 | temperature | 30 | 90 | < th | dose dependent | rect. | 13 | 23 |
557 | 85.27 | radiation | 30 | 43200 | < th | dose dependent | rect. | 3 | 2 |
565 | 85.29 | radiation | 1 | 43200 | < th | dose independent | rect. | 23 | 6 |
577 | 85.31 | humidity | 90 | 14400 | > th | dose independent | rect. | 5 | 2 |
582 | 85.32 | wind | 7 | 4320 | > th | dose independent | sin | 15 | NA |
583 | 85.32 | radiation | 20 | 1440 | < th | dose independent | sin | 18 | NA |
602 | 85.34 | temperature | 20 | 14400 | < th | dose dependent | rect. | 12 | 18 |
608 | 85.35 | temperature | 10 | 30 | > th | dose dependent | rect. | 21 | 23 |
620 | 85.37 | temperature | 30 | 90 | < th | dose dependent | no | NA | NA |
655 | 85.42 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 13 |
662 | 85.43 | temperature | 20 | 14400 | < th | dose dependent | rect. | 20 | 9 |
670 | 85.44 | temperature | 20 | 14400 | < th | dose dependent | rect. | 18 | 11 |
685 | 85.45 | temperature | 30 | 90 | < th | dose dependent | rect. | 9 | 23 |
696 | 85.46 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 11 |
722 | 85.51 | humidity | 90 | 14400 | < th | dose independent | rect. | 5 | 2 |
736 | 85.52 | temperature | 30 | 30 | < th | dose dependent | rect. | 19 | 23 |
738 | 85.53 | temperature | 10 | 90 | > th | dose dependent | no | NA | NA |
739 | 85.53 | temperature | 20 | 14400 | < th | dose dependent | sin | 12 | NA |
747 | 85.54 | radiation | 1 | 43200 | < th | dose independent | rect. | 19 | 10 |
759 | 85.55 | temperature | 20 | 14400 | < th | dose dependent | rect. | 24 | 22 |
768 | 85.56 | temperature | 20 | 14400 | < th | dose dependent | rect. | 21 | 19 |
805 | 85.59 | temperature | 20 | 14400 | < th | dose dependent | rect. | 1 | 16 |
808 | 85.59 | temperature | 20 | 14400 | < th | dose dependent | rect. | 1 | 18 |
849 | 85.61 | wind | 7 | 4320 | < th | dose independent | sin | 15 | NA |
866 | 85.61 | temperature | 30 | 30 | < th | dose dependent | rect. | 1 | 23 |
873 | 85.62 | temperature | 20 | 14400 | < th | dose dependent | no | NA | NA |
897 | 85.63 | temperature | 20 | 14400 | < th | dose dependent | rect. | 2 | 1 |
935 | 85.64 | temperature | 30 | 30 | < th | dose dependent | rect. | 15 | 23 |
954 | 85.66 | temperature | 20 | 14400 | < th | dose dependent | rect. | 2 | 3 |
971 | 85.67 | temperature | 20 | 14400 | < th | dose dependent | rect. | 4 | 1 |
985 | 85.67 | temperature | 30 | 30 | < th | dose dependent | rect. | 11 | 23 |
987 | 85.68 | radiation | 20 | 1440 | > th | dose independent | rect. | 11 | 5 |