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Os11g0167800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Anth (Pollen-specific desiccation-associated LLA23 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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
69.78 | 0.392 | 15.7 | -0.198 | 1.17 | 0.905 | 0.703 | 2.07 | -1.24 | 18.1 | 9 | 4576 | -- | -- |
72.77 | 0.397 | 15.6 | -0.291 | 1.18 | 0.77 | 0.934 | -- | -1.27 | 18.1 | 9.1 | 4620 | -- | -- |
70.86 | 0.392 | 15.6 | -0.202 | 1.17 | 0.902 | -- | 2.09 | -1.24 | 18 | 9 | 4601 | -- | -- |
72.89 | 0.398 | 15.6 | -0.36 | 1.19 | 0.581 | -- | -- | -1.2 | 17.9 | 9.1 | 4602 | -- | -- |
139.31 | 0.55 | 15.6 | -0.179 | -- | 1.04 | -- | 2.13 | -1.32 | -- | 9 | 4740 | -- | -- |
80.25 | 0.42 | 15.6 | -0.512 | 1.21 | -- | 0.659 | -- | -1.13 | 17.7 | -- | -- | -- | -- |
81.28 | 0.422 | 15.6 | -0.516 | 1.21 | -- | -- | -- | -1.13 | 17.6 | -- | -- | -- | -- |
143.13 | 0.557 | 15.6 | -0.314 | -- | 0.723 | -- | -- | -1.21 | -- | 9.2 | 4740 | -- | -- |
75.52 | 0.405 | 15.6 | -- | 1.2 | 0.671 | -- | -- | -1.17 | 17.9 | 9 | 4604 | -- | -- |
157.37 | 0.586 | 15.6 | -0.554 | -- | -- | -- | -- | -1.16 | -- | -- | -- | -- | -- |
88.29 | 0.44 | 15.6 | -- | 1.22 | -- | -- | -- | -1.07 | 17.6 | -- | -- | -- | -- |
145.49 | 0.562 | 15.6 | -- | -- | 0.824 | -- | -- | -1.21 | -- | 9.188 | 4749 | -- | -- |
165.47 | 0.6 | 15.5 | -- | -- | -- | -- | -- | -1.1 | -- | -- | -- | -- | -- |
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 | 66.14 | temperature | 20 | 720 | > th | dose dependent | rect. | 6 | 1 |
4 | 68.03 | temperature | 25 | 270 | > th | dose independent | rect. | 17 | 13 |
25 | 69.20 | temperature | 25 | 270 | > th | dose independent | sin | 14 | NA |
39 | 69.55 | wind | 9 | 4320 | > th | dose dependent | rect. | 13 | 1 |
42 | 69.58 | temperature | 25 | 720 | > th | dose independent | rect. | 6 | 2 |
44 | 69.63 | temperature | 25 | 270 | < th | dose independent | sin | 14 | NA |
63 | 70.01 | temperature | 25 | 270 | < th | dose independent | rect. | 13 | 16 |
73 | 70.16 | wind | 9 | 4320 | > th | dose independent | rect. | 13 | 1 |
78 | 70.20 | wind | 9 | 4320 | < th | dose independent | rect. | 13 | 1 |
81 | 70.21 | temperature | 25 | 10 | > th | dose independent | rect. | 20 | 10 |
135 | 70.74 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 14 |
137 | 70.77 | wind | 9 | 4320 | > th | dose independent | rect. | 13 | 3 |
151 | 70.87 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 16 |
152 | 70.88 | wind | 9 | 4320 | < th | dose independent | rect. | 13 | 3 |
157 | 70.93 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 12 |
187 | 71.14 | humidity | 70 | 1440 | > th | dose independent | rect. | 17 | 1 |
218 | 71.37 | temperature | 25 | 10 | > th | dose independent | rect. | 18 | 12 |
246 | 71.53 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 20 |
266 | 71.61 | wind | 9 | 4320 | > th | dose dependent | rect. | 18 | 22 |
274 | 71.65 | radiation | 1 | 720 | < th | dose dependent | rect. | 18 | 16 |
275 | 71.66 | temperature | 20 | 270 | > th | dose dependent | rect. | 3 | 12 |
283 | 71.69 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 22 |
287 | 71.71 | wind | 9 | 4320 | > th | dose dependent | rect. | 20 | 20 |
328 | 71.85 | wind | 5 | 4320 | > th | dose independent | rect. | 9 | 1 |
333 | 71.86 | temperature | 20 | 10 | > th | dose dependent | rect. | 3 | 17 |
347 | 71.93 | wind | 5 | 4320 | < th | dose independent | rect. | 9 | 1 |
356 | 71.95 | humidity | 80 | 720 | > th | dose independent | rect. | 19 | 2 |
368 | 71.98 | temperature | 20 | 10 | > th | dose dependent | rect. | 3 | 15 |
373 | 72.00 | temperature | 30 | 10 | < th | dose independent | rect. | 7 | 23 |
375 | 72.00 | temperature | 20 | 10 | > th | dose dependent | rect. | 3 | 19 |
376 | 72.01 | temperature | 25 | 10 | < th | dose independent | sin | 14 | NA |
378 | 72.01 | temperature | 20 | 270 | > th | dose dependent | sin | 4 | NA |
381 | 72.02 | temperature | 25 | 4320 | > th | dose dependent | rect. | 7 | 1 |
390 | 72.07 | temperature | 20 | 10 | > th | dose dependent | rect. | 1 | 19 |
392 | 72.07 | temperature | 10 | 30 | > th | dose dependent | rect. | 5 | 23 |
395 | 72.08 | temperature | 20 | 10 | > th | dose dependent | rect. | 1 | 21 |
396 | 72.09 | wind | 3 | 720 | > th | dose independent | rect. | 2 | 2 |
397 | 72.09 | wind | 9 | 4320 | > th | dose independent | rect. | 20 | 20 |
398 | 72.09 | temperature | 25 | 4320 | > th | dose dependent | rect. | 5 | 3 |
399 | 72.09 | wind | 9 | 4320 | > th | dose dependent | rect. | 13 | 8 |
410 | 72.12 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 23 |
420 | 72.14 | wind | 9 | 4320 | > th | dose dependent | rect. | 13 | 16 |
426 | 72.16 | wind | 9 | 4320 | > th | dose dependent | rect. | 13 | 11 |
449 | 72.20 | temperature | 20 | 720 | > th | dose dependent | sin | 7 | NA |
458 | 72.21 | temperature | 20 | 10 | > th | dose dependent | rect. | 1 | 17 |
468 | 72.23 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 21 |
505 | 72.31 | wind | 9 | 4320 | < th | dose independent | rect. | 20 | 20 |
528 | 72.35 | temperature | 15 | 30 | > th | dose dependent | rect. | 20 | 10 |
545 | 72.38 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 9 |
558 | 72.39 | temperature | 20 | 10 | > th | dose dependent | rect. | 21 | 23 |
571 | 72.42 | temperature | 20 | 10 | > th | dose dependent | rect. | 3 | 23 |
592 | 72.45 | temperature | 20 | 10 | > th | dose dependent | rect. | 23 | 19 |
599 | 72.47 | radiation | 1 | 720 | < th | dose dependent | sin | 10 | NA |
630 | 72.53 | temperature | 25 | 10 | < th | dose independent | rect. | 14 | 12 |
635 | 72.54 | temperature | 30 | 270 | > th | dose independent | rect. | 12 | 1 |
646 | 72.56 | wind | 9 | 4320 | > th | dose dependent | rect. | 5 | 11 |
663 | 72.58 | wind | 9 | 4320 | > th | dose dependent | rect. | 23 | 17 |
664 | 72.59 | wind | 9 | 4320 | > th | dose independent | rect. | 13 | 8 |
676 | 72.61 | wind | 9 | 4320 | > th | dose independent | rect. | 13 | 16 |
692 | 72.62 | temperature | 20 | 10 | > th | dose dependent | rect. | 19 | 23 |
693 | 72.63 | wind | 9 | 4320 | > th | dose independent | rect. | 13 | 11 |
722 | 72.65 | temperature | 25 | 10 | > th | dose dependent | rect. | 12 | 23 |
740 | 72.67 | temperature | 30 | 270 | > th | dose independent | rect. | 16 | 22 |
747 | 72.68 | humidity | 90 | 720 | < th | dose independent | rect. | 6 | 1 |
759 | 72.69 | temperature | 30 | 720 | < th | dose independent | rect. | 18 | 1 |
762 | 72.69 | temperature | 20 | 10 | > th | dose dependent | sin | 1 | NA |
771 | 72.70 | temperature | 20 | 10 | > th | dose dependent | sin | 23 | NA |
789 | 72.72 | wind | 5 | 4320 | > th | dose dependent | rect. | 9 | 1 |
793 | 72.73 | temperature | 20 | 10 | > th | dose dependent | no | NA | NA |
835 | 72.76 | temperature | 20 | 10 | > th | dose dependent | rect. | 21 | 21 |
855 | 72.79 | wind | 9 | 4320 | < th | dose independent | rect. | 13 | 11 |
871 | 72.80 | humidity | 80 | 4320 | < th | dose dependent | rect. | 22 | 1 |
883 | 72.81 | wind | 9 | 4320 | > th | dose dependent | sin | 21 | NA |
894 | 72.82 | wind | 9 | 4320 | > th | dose independent | rect. | 5 | 11 |
901 | 72.83 | wind | 9 | 4320 | < th | dose independent | rect. | 13 | 8 |
902 | 72.83 | wind | 9 | 4320 | > th | dose independent | rect. | 7 | 9 |
915 | 72.84 | wind | 9 | 4320 | > th | dose independent | rect. | 23 | 17 |
951 | 72.87 | wind | 9 | 4320 | > th | dose dependent | rect. | 5 | 16 |
956 | 72.87 | wind | 9 | 4320 | > th | dose dependent | rect. | 23 | 22 |
958 | 72.88 | wind | 9 | 4320 | < th | dose independent | rect. | 13 | 18 |
970 | 72.89 | wind | 9 | 4320 | < th | dose independent | rect. | 13 | 15 |
985 | 72.90 | wind | 9 | 4320 | < th | dose independent | rect. | 6 | 10 |
987 | 72.90 | temperature | 20 | 30 | > th | dose independent | rect. | 6 | 11 |
988 | 72.90 | temperature | 25 | 10 | > th | dose independent | rect. | 15 | 15 |