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Os07g0241500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : UDP-glucuronosyl/UDP-glucosyltransferase 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
508.61 | 1.06 | 6.1 | -2.71 | 4.4 | 2.96 | -0.567 | -1.26 | 0.461 | 23.1 | 9.647 | 722 | 5.97 | 3.05 |
509.6 | 1.05 | 6.09 | -2.59 | 4.71 | 3.19 | 0.184 | -- | 0.507 | 23.3 | 7.119 | 716 | 5.93 | 3.02 |
508.84 | 1.05 | 6.11 | -2.67 | 4.5 | 3.05 | -- | -0.667 | 0.463 | 23.2 | 9.014 | 721 | 5.93 | 3.09 |
509.24 | 1.05 | 6.1 | -2.57 | 4.68 | 3.15 | -- | -- | 0.514 | 23.3 | 6.575 | 718 | 5.9 | 3.12 |
847.68 | 1.36 | 6.02 | -2.93 | -- | 2.75 | -- | -0.279 | 0.331 | -- | 12.45 | 1217 | 6.1 | 3.31 |
600.34 | 1.15 | 6.03 | -2.28 | 2.99 | -- | -0.24 | -- | 0.723 | 20.6 | -- | -- | -- | -- |
600.53 | 1.15 | 6.03 | -2.27 | 2.99 | -- | -- | -- | 0.723 | 20.6 | -- | -- | -- | -- |
845.22 | 1.35 | 6.01 | -2.8 | -- | 2.81 | -- | -- | 0.401 | -- | 11.85 | 1210 | 6.12 | 3.54 |
683.5 | 1.22 | 6.1 | -- | 4.65 | 3.08 | -- | -- | 0.71 | 23.1 | 5.96 | 715 | 5.78 | 3.27 |
1103.39 | 1.55 | 5.95 | -2.28 | -- | -- | -- | -- | 0.696 | -- | -- | -- | -- | -- |
736.89 | 1.27 | 5.97 | -- | 3 | -- | -- | -- | 0.976 | 20.5 | -- | -- | -- | -- |
728.74 | 1.26 | 5.9 | -- | -- | 2.9 | -- | -- | 0.959 | -- | -222.4 | 700 | 10.8 | 7.55 |
1241.01 | 1.64 | 5.89 | -- | -- | -- | -- | -- | 0.95 | -- | -- | -- | -- | -- |
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 | 509.08 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 6 | 3 |
7 | 525.88 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 22 | 11 |
12 | 529.01 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 2 | 17 |
20 | 531.93 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 2 | 4 |
22 | 532.15 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 17 | 16 |
26 | 532.57 | wind | 5.0 | 720 | < th | dose independent | rect. | 6 | 3 |
31 | 533.06 | radiation | 1.0 | 720 | > th | dose independent | rect. | 6 | 3 |
39 | 534.13 | radiation | 1.0 | 720 | > th | dose independent | rect. | 14 | 17 |
43 | 534.40 | wind | 9.0 | 720 | < th | dose dependent | rect. | 6 | 3 |
52 | 534.92 | radiation | 1.0 | 720 | > th | dose independent | rect. | 14 | 19 |
55 | 535.15 | temperature | 20.0 | 720 | > th | dose independent | rect. | 6 | 3 |
59 | 535.83 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 23 |
60 | 536.00 | temperature | 20.0 | 720 | > th | dose independent | rect. | 6 | 1 |
63 | 536.14 | radiation | 1.0 | 720 | > th | dose independent | rect. | 17 | 16 |
73 | 537.54 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 21 |
74 | 537.54 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 21 |
82 | 537.97 | radiation | 1.0 | 720 | < th | dose dependent | sin | 11 | NA |
83 | 538.00 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 18 | 3 |
89 | 538.48 | radiation | 1.0 | 720 | < th | dose independent | rect. | 2 | 17 |
112 | 540.04 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 21 | 21 |
118 | 540.30 | radiation | 40.0 | 720 | < th | dose independent | rect. | 6 | 3 |
121 | 540.33 | radiation | 1.0 | 720 | < th | dose independent | rect. | 17 | 16 |
125 | 540.61 | radiation | 1.0 | 720 | < th | dose independent | rect. | 18 | 13 |
129 | 540.75 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 13 |
139 | 541.39 | radiation | 1.0 | 720 | < th | dose independent | sin | 11 | NA |
157 | 542.28 | radiation | 1.0 | 720 | < th | dose independent | rect. | 2 | 19 |
169 | 542.63 | radiation | 1.0 | 720 | > th | dose independent | rect. | 4 | 5 |
182 | 542.84 | radiation | 1.0 | 720 | > th | dose independent | sin | 11 | NA |
205 | 544.07 | radiation | 1.0 | 720 | < th | dose independent | rect. | 18 | 3 |
227 | 544.73 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 18 | 3 |
239 | 545.22 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 14 | 19 |
242 | 545.29 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 1 | 11 |
249 | 545.49 | radiation | 1.0 | 720 | < th | dose dependent | sin | 1 | NA |
266 | 546.05 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 6 | 3 |
267 | 546.05 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 6 | 3 |
280 | 546.28 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 22 | 4 |
282 | 546.41 | temperature | 25.0 | 720 | > th | dose independent | rect. | 3 | 6 |
304 | 546.77 | temperature | 30.0 | 720 | < th | dose independent | rect. | 11 | 1 |
329 | 547.28 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 18 | 3 |
332 | 547.32 | humidity | 50.0 | 720 | > th | dose independent | rect. | 6 | 3 |
333 | 547.32 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 6 | 3 |
334 | 547.32 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 6 | 3 |
335 | 547.32 | temperature | 10.0 | 720 | > th | dose independent | rect. | 9 | 21 |
336 | 547.35 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 14 |
340 | 547.49 | temperature | 15.0 | 720 | > th | dose dependent | sin | 7 | NA |
343 | 547.53 | wind | 9.0 | 720 | < th | dose independent | rect. | 18 | 3 |
345 | 547.54 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 22 |
346 | 547.55 | temperature | 10.0 | 720 | > th | dose independent | rect. | 18 | 3 |
347 | 547.55 | humidity | 50.0 | 720 | > th | dose independent | rect. | 18 | 3 |
348 | 547.55 | radiation | 20.0 | 720 | < th | dose independent | rect. | 18 | 3 |
351 | 547.55 | temperature | 10.0 | 720 | > th | dose independent | rect. | 21 | 21 |
378 | 547.96 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 21 | 1 |
402 | 548.70 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
420 | 548.92 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 12 |
422 | 548.92 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 12 |
431 | 549.10 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 18 | 1 |
440 | 549.38 | temperature | 30.0 | 270 | < th | dose independent | rect. | 9 | 21 |
461 | 549.72 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 14 | 2 |
469 | 549.86 | temperature | 30.0 | 720 | < th | dose independent | rect. | 2 | 10 |
476 | 550.04 | humidity | 50.0 | 720 | > th | dose independent | rect. | 16 | 14 |
480 | 550.10 | humidity | 70.0 | 90 | > th | dose independent | rect. | 18 | 12 |
494 | 550.14 | radiation | 40.0 | 270 | < th | dose independent | rect. | 21 | 12 |
517 | 550.57 | temperature | 30.0 | 270 | < th | dose independent | rect. | 9 | 11 |
527 | 550.65 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 3 | 1 |
530 | 550.73 | temperature | 20.0 | 720 | > th | dose independent | rect. | 22 | 11 |
544 | 551.00 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 15 | 20 |
556 | 551.14 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 14 | 19 |
557 | 551.14 | temperature | 30.0 | 720 | < th | dose dependent | sin | 7 | NA |
560 | 551.14 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 14 | 19 |
562 | 551.18 | radiation | 1.0 | 720 | < th | dose independent | rect. | 1 | 8 |
572 | 551.26 | wind | 9.0 | 720 | < th | dose independent | rect. | 21 | 21 |
595 | 551.46 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 12 |
608 | 551.64 | atmosphere | 1005.0 | 90 | > th | dose dependent | rect. | 11 | 11 |
613 | 551.75 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 6 | 18 |
614 | 551.75 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 6 | 18 |
624 | 551.88 | wind | 3.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
646 | 552.11 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 24 | 21 |
667 | 552.35 | radiation | 40.0 | 720 | < th | dose independent | rect. | 23 | 10 |
675 | 552.39 | radiation | 1.0 | 720 | < th | dose independent | rect. | 1 | 6 |
689 | 552.49 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 1 | 8 |
707 | 552.71 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 5 | 13 |
708 | 552.71 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 5 | 13 |
714 | 552.77 | wind | 7.0 | 720 | < th | dose independent | rect. | 21 | 13 |
735 | 552.89 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 14 | 3 |
740 | 552.96 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 18 | 18 |
742 | 552.98 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 1 | 7 |
848 | 553.85 | wind | 7.0 | 720 | < th | dose dependent | rect. | 6 | 1 |
855 | 553.93 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 14 | 11 |
862 | 553.99 | wind | 7.0 | 720 | < th | dose independent | rect. | 23 | 10 |
874 | 554.11 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 5 |
875 | 554.11 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 5 |
902 | 554.32 | wind | 1.0 | 720 | > th | dose independent | rect. | 18 | 3 |
903 | 554.32 | wind | 3.0 | 720 | < th | dose dependent | rect. | 6 | 1 |
904 | 554.33 | radiation | 20.0 | 720 | < th | dose independent | rect. | 16 | 14 |
932 | 554.50 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 24 | 3 |
945 | 554.58 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 2 | 6 |
959 | 554.72 | radiation | 1.0 | 720 | < th | dose independent | sin | 1 | NA |
983 | 554.87 | wind | 5.0 | 14400 | < th | dose independent | rect. | 19 | 20 |
987 | 554.89 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 5 |
988 | 554.89 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 5 |
993 | 554.92 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 9 | 12 |
998 | 554.95 | wind | 5.0 | 14400 | > th | dose independent | rect. | 19 | 20 |