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Os09g0414600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to ZF-HD homeobox protein (Fragment).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44.29 | 0.313 | 13.8 | 0.433 | 0.508 | -1.19 | -0.915 | -2.3 | -0.0256 | 21.4 | 0.5509 | 1426 | -- | -- |
47.01 | 0.319 | 13.8 | 0.381 | 0.461 | -0.585 | -0.865 | -- | 0.0336 | 21.5 | 0.9498 | 1332 | -- | -- |
46.97 | 0.319 | 13.8 | 0.434 | 0.514 | -1.2 | -- | -2.46 | -0.0295 | 21.7 | 0.4788 | 1456 | -- | -- |
47.78 | 0.322 | 13.8 | 0.229 | 0.409 | -0.656 | -- | -- | -0.0648 | 21.9 | 0.8601 | 2678 | -- | -- |
47.62 | 0.321 | 13.8 | 0.275 | -- | -1.02 | -- | 0.497 | -0.0676 | -- | 2.325 | 2557 | -- | -- |
51.15 | 0.335 | 13.8 | 0.382 | 0.547 | -- | -0.764 | -- | 0.0266 | 21.6 | -- | -- | -- | -- |
53.32 | 0.342 | 13.8 | 0.41 | 0.55 | -- | -- | -- | 0.0274 | 21.6 | -- | -- | -- | -- |
47.41 | 0.321 | 13.8 | 0.242 | -- | -1.08 | -- | -- | -0.0864 | -- | 1.29 | 2563 | -- | -- |
48.3 | 0.324 | 13.8 | -- | 0.204 | -0.958 | -- | -- | -0.111 | 22.2 | 0.7469 | 2612 | -- | -- |
71.21 | 0.394 | 13.8 | 0.415 | -- | -- | -- | -- | 0.0264 | -- | -- | -- | -- | -- |
57.76 | 0.355 | 13.8 | -- | 0.551 | -- | -- | -- | -0.0183 | 21.7 | -- | -- | -- | -- |
48.67 | 0.325 | 13.8 | -- | -- | -1.09 | -- | -- | -0.095 | -- | 0.9611 | 2568 | -- | -- |
75.75 | 0.406 | 13.8 | -- | -- | -- | -- | -- | -0.0196 | -- | -- | -- | -- | -- |
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 | 40.63 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 4 | 6 |
5 | 41.37 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 5 | 4 |
15 | 42.07 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 5 | 6 |
18 | 42.16 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 7 | 1 |
19 | 42.17 | temperature | 25.0 | 90 | > th | dose dependent | sin | 9 | NA |
25 | 42.38 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 1 | 15 |
30 | 42.50 | wind | 1.0 | 270 | > th | dose independent | rect. | 14 | 10 |
39 | 42.82 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 23 | 15 |
40 | 42.85 | temperature | 20.0 | 270 | > th | dose independent | rect. | 5 | 4 |
50 | 43.11 | temperature | 20.0 | 270 | > th | dose independent | rect. | 4 | 6 |
51 | 43.14 | temperature | 25.0 | 90 | > th | dose dependent | rect. | 21 | 14 |
52 | 43.15 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 1 | 17 |
54 | 43.19 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 5 | 7 |
56 | 43.22 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 10 |
57 | 43.22 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 10 |
60 | 43.23 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 19 |
68 | 43.28 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 1 | 15 |
74 | 43.36 | wind | 1.0 | 30 | > th | dose independent | rect. | 16 | 9 |
79 | 43.40 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 15 | 20 |
86 | 43.48 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 11 | 18 |
89 | 43.49 | humidity | 90.0 | 270 | < th | dose independent | rect. | 15 | 9 |
112 | 43.65 | humidity | 60.0 | 90 | > th | dose independent | rect. | 5 | 6 |
117 | 43.68 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 9 | 19 |
122 | 43.73 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 10 |
125 | 43.75 | humidity | 90.0 | 90 | < th | dose independent | rect. | 16 | 19 |
127 | 43.75 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 14 |
130 | 43.76 | radiation | 40.0 | 270 | < th | dose independent | rect. | 4 | 5 |
146 | 43.79 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 20 |
180 | 43.86 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 19 | 9 |
185 | 43.87 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 17 |
187 | 43.88 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 10 |
188 | 43.88 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 14 |
190 | 43.88 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 14 |
196 | 43.89 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 20 | NA |
205 | 43.90 | temperature | 25.0 | 90 | > th | dose independent | rect. | 16 | 20 |
208 | 43.91 | temperature | 25.0 | 270 | > th | dose independent | rect. | 7 | 1 |
221 | 43.94 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 4 | 2 |
222 | 43.94 | radiation | 1.0 | 720 | < th | dose dependent | sin | 2 | NA |
225 | 43.95 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 4 | 1 |
228 | 43.96 | wind | 9.0 | 270 | < th | dose independent | rect. | 14 | 9 |
253 | 44.02 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 8 | 10 |
262 | 44.03 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 7 | 1 |
263 | 44.03 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 5 | 7 |
264 | 44.03 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 16 | 20 |
270 | 44.06 | wind | 7.0 | 270 | < th | dose independent | rect. | 4 | 6 |
275 | 44.07 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 8 | 10 |
276 | 44.07 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 14 |
277 | 44.07 | radiation | 1.0 | 720 | < th | dose independent | rect. | 1 | 17 |
282 | 44.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 7 |
284 | 44.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 7 |
292 | 44.11 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 16 | 9 |
295 | 44.11 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 16 | 9 |
300 | 44.12 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 21 | 2 |
306 | 44.12 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 18 | 18 |
322 | 44.15 | radiation | 1.0 | 270 | < th | dose dependent | sin | 11 | NA |
332 | 44.17 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 4 | 6 |
333 | 44.17 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 4 | 6 |
335 | 44.17 | radiation | 40.0 | 270 | < th | dose independent | rect. | 14 | 9 |
336 | 44.17 | temperature | 10.0 | 270 | > th | dose independent | rect. | 10 | 18 |
358 | 44.20 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 8 | 21 |
370 | 44.21 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 18 | 6 |
372 | 44.21 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 21 | 15 |
388 | 44.24 | wind | 9.0 | 10 | < th | dose independent | rect. | 16 | 9 |
389 | 44.24 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 10 |
398 | 44.25 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 23 | 15 |
400 | 44.25 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 23 | 15 |
442 | 44.31 | temperature | 10.0 | 10 | > th | dose independent | rect. | 16 | 9 |
443 | 44.31 | radiation | 40.0 | 10 | < th | dose independent | rect. | 16 | 9 |
444 | 44.31 | temperature | 10.0 | 10 | > th | dose independent | rect. | 1 | 15 |
446 | 44.31 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 1 | 15 |
447 | 44.31 | wind | 9.0 | 270 | < th | dose independent | rect. | 10 | 18 |
448 | 44.31 | temperature | 15.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
449 | 44.31 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 7 | 5 |
452 | 44.31 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 16 | 9 |
462 | 44.33 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 7 |
464 | 44.33 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 5 | 1 |
469 | 44.34 | radiation | 1.0 | 270 | > th | dose independent | sin | 11 | NA |
471 | 44.34 | radiation | 1.0 | 720 | > th | dose independent | rect. | 13 | 17 |
472 | 44.34 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 5 | 1 |
495 | 44.36 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 10 | 16 |
542 | 44.40 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
549 | 44.41 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 16 | 9 |
552 | 44.41 | humidity | 80.0 | 43200 | > th | dose dependent | sin | 17 | NA |
562 | 44.42 | atmosphere | 1010.0 | 43200 | < th | dose independent | rect. | 4 | 1 |
563 | 44.42 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 2 | 1 |
594 | 44.44 | atmosphere | 1010.0 | 43200 | > th | dose independent | rect. | 4 | 1 |
651 | 44.47 | radiation | 1.0 | 270 | < th | dose independent | sin | 11 | NA |
653 | 44.47 | temperature | 30.0 | 270 | < th | dose independent | rect. | 4 | 5 |
773 | 44.52 | humidity | 50.0 | 10 | > th | dose independent | rect. | 16 | 9 |
802 | 44.53 | temperature | 15.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
817 | 44.53 | temperature | 15.0 | 43200 | > th | dose dependent | rect. | 21 | 9 |
859 | 44.54 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 4 | 6 |
861 | 44.54 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 18 | 8 |
874 | 44.55 | radiation | 1.0 | 1440 | > th | dose independent | sin | 20 | NA |
879 | 44.55 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 7 | 11 |
880 | 44.55 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 15 |
883 | 44.55 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 8 | 20 |
908 | 44.56 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 16 | 2 |
911 | 44.56 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 15 | 7 |
952 | 44.57 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 8 | 10 |
956 | 44.57 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 10 | 14 |
987 | 44.57 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 20 | 6 |