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Os01g0734600

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 14 (0.026) R2 : 0.256
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.649 (0.0663) R2dC : 0.156 R2C : 0.118
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.443 (0.0547) R2dN8 : 0.138 R2N8 : 0.1
σ : 0.49
deviance : 109.76
__
_____
C
peak time of C : 3.96
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, 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
90.35 0.447 14 -0.37 0.679 -1.66 1.1 1.79 -0.544 4.25 0.2499 843 -- --
90.68 0.444 14 -0.359 0.695 -1.19 1.09 -- -0.53 4.22 0.2825 850 -- --
93.41 0.45 14 -0.378 0.688 -1.67 -- 2.1 -0.549 3.9 0.2766 855 -- --
93.74 0.451 14 -0.416 0.681 -1.08 -- -- -0.54 3.88 0.3991 850 -- --
118.63 0.507 14 -0.367 -- -1.71 -- 2.77 -0.53 -- 0.3315 859 -- --
99.54 0.468 14 -0.549 0.656 -- 0.911 -- -0.5 4.32 -- -- -- --
101.57 0.472 14 -0.558 0.659 -- -- -- -0.505 3.95 -- -- -- --
119.33 0.509 14 -0.399 -- -0.895 -- -- -0.514 -- 0.2982 970 -- --
97.95 0.461 14 -- 0.683 -1.26 -- -- -0.501 3.89 0.2828 874 -- --
125.36 0.523 14 -0.531 -- -- -- -- -0.487 -- -- -- -- --
109.76 0.49 14 -- 0.649 -- -- -- -0.443 3.96 -- -- -- --
120.01 0.51 14 -- -- -1.04 -- -- -0.505 -- 0.3028 1616 -- --
132.79 0.538 14 -- -- -- -- -- -0.428 -- -- -- -- --

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 83.93 precipitation 0.1 270 < th dose independent rect. 13 23
2 83.93 precipitation 0.1 270 < th dose dependent rect. 13 23
3 84.67 precipitation 0.1 270 < th dose independent rect. 14 21
4 84.67 precipitation 0.1 270 < th dose dependent rect. 14 21
5 85.11 humidity 50.0 270 > th dose dependent rect. 11 3
8 85.23 atmosphere 995.0 270 > th dose dependent rect. 11 3
11 85.34 atmosphere 995.0 10 > th dose dependent rect. 12 5
13 85.47 humidity 90.0 270 < th dose independent rect. 15 18
15 85.70 wind 1.0 270 < th dose dependent rect. 24 1
17 85.77 atmosphere 1000.0 90 > th dose independent rect. 19 23
19 85.83 humidity 60.0 10 > th dose independent rect. 12 5
20 85.86 wind 1.0 270 < th dose independent rect. 23 2
23 85.97 humidity 60.0 270 > th dose independent rect. 10 5
26 86.02 humidity 60.0 270 > th dose independent rect. 11 3
29 86.15 humidity 90.0 720 > th dose dependent rect. 20 1
31 86.27 atmosphere 995.0 270 > th dose dependent rect. 12 1
32 86.31 atmosphere 1000.0 270 > th dose independent rect. 11 3
36 86.34 atmosphere 1000.0 270 > th dose independent rect. 21 18
37 86.35 atmosphere 1000.0 270 > th dose independent rect. 10 5
43 86.42 humidity 50.0 270 > th dose dependent rect. 12 1
48 86.55 atmosphere 1000.0 10 > th dose independent rect. 12 5
49 86.56 humidity 90.0 90 < th dose independent rect. 17 16
50 86.59 temperature 30.0 30 < th dose independent rect. 12 5
51 86.60 atmosphere 1000.0 30 > th dose independent rect. 1 16
55 86.63 humidity 90.0 270 < th dose independent rect. 15 8
56 86.64 humidity 50.0 10 > th dose dependent rect. 12 5
59 86.70 wind 9.0 270 < th dose independent rect. 10 5
62 86.72 atmosphere 1000.0 90 > th dose independent rect. 20 21
67 86.80 wind 7.0 270 < th dose independent rect. 11 3
68 86.80 temperature 10.0 270 > th dose independent rect. 10 5
69 86.80 atmosphere 1015.0 270 < th dose independent rect. 10 5
70 86.80 temperature 10.0 270 > th dose independent rect. 15 19
72 86.82 wind 9.0 270 < th dose independent rect. 15 19
74 86.85 atmosphere 1000.0 10 > th dose independent rect. 20 22
75 86.87 precipitation 0.1 270 < th dose independent rect. 10 5
76 86.87 precipitation 0.1 270 < th dose dependent rect. 10 5
78 86.92 temperature 10.0 270 > th dose independent rect. 11 3
80 86.92 atmosphere 1015.0 270 < th dose independent rect. 11 3
81 86.92 temperature 10.0 270 > th dose independent rect. 14 21
85 86.98 precipitation 0.1 270 < th dose independent rect. 11 3
87 86.98 precipitation 0.1 270 < th dose dependent rect. 11 3
88 87.01 wind 9.0 270 < th dose independent rect. 14 21
89 87.02 humidity 90.0 90 < th dose independent rect. 17 18
90 87.03 precipitation 0.1 10 < th dose independent rect. 17 19
91 87.03 precipitation 0.1 10 < th dose dependent rect. 17 19
95 87.06 humidity 90.0 720 > th dose dependent rect. 20 3
105 87.15 humidity 50.0 270 > th dose dependent rect. 21 18
112 87.23 humidity 50.0 30 > th dose dependent rect. 20 21
114 87.26 wind 1.0 270 > th dose independent rect. 10 5
115 87.26 wind 1.0 90 > th dose independent rect. 17 18
116 87.26 humidity 90.0 10 < th dose independent rect. 17 19
117 87.28 atmosphere 1005.0 270 > th dose independent rect. 12 1
132 87.43 wind 1.0 270 > th dose independent rect. 11 3
149 87.52 wind 9.0 10 < th dose independent rect. 17 19
152 87.54 precipitation 0.1 270 < th dose independent rect. 15 8
155 87.54 precipitation 0.1 270 < th dose dependent rect. 15 8
160 87.59 radiation 40.0 270 < th dose independent rect. 15 19
163 87.60 wind 1.0 270 > th dose independent rect. 15 19
164 87.61 wind 9.0 10 < th dose independent rect. 12 5
187 87.81 humidity 50.0 270 > th dose independent rect. 15 19
188 87.82 wind 1.0 30 > th dose independent rect. 17 8
190 87.83 temperature 30.0 270 < th dose independent rect. 10 5
196 87.88 humidity 50.0 10 > th dose dependent rect. 1 16
198 87.89 radiation 1.0 270 > th dose independent rect. 10 5
206 87.92 wind 7.0 270 < th dose independent rect. 12 1
209 87.93 temperature 30.0 270 < th dose independent rect. 12 1
218 87.95 humidity 80.0 30 > th dose dependent rect. 20 20
220 87.96 temperature 10.0 10 > th dose independent rect. 12 5
222 87.96 atmosphere 1015.0 10 < th dose independent rect. 12 5
223 87.96 precipitation 0.1 10 < th dose independent rect. 12 5
224 87.96 humidity 50.0 90 > th dose independent rect. 17 18
226 87.96 temperature 10.0 10 > th dose independent rect. 17 19
227 87.96 precipitation 0.1 10 < th dose dependent rect. 12 5
230 87.97 radiation 1.0 270 > th dose independent rect. 11 3
243 88.01 temperature 10.0 90 > th dose independent rect. 17 18
272 88.10 humidity 50.0 10 > th dose independent rect. 17 8
277 88.11 temperature 30.0 270 < th dose independent rect. 11 3
282 88.13 humidity 50.0 10 > th dose independent rect. 17 19
285 88.14 precipitation 0.1 30 < th dose independent rect. 17 8
288 88.14 precipitation 0.1 30 < th dose dependent rect. 17 8
303 88.19 atmosphere 995.0 270 > th dose independent rect. 15 19
305 88.19 radiation 40.0 30 < th dose dependent rect. 17 8
311 88.21 wind 9.0 30 < th dose independent rect. 1 16
317 88.22 wind 9.0 30 < th dose independent rect. 17 8
330 88.26 temperature 10.0 30 > th dose independent rect. 17 8
331 88.26 radiation 20.0 30 < th dose independent rect. 17 8
334 88.26 temperature 10.0 30 > th dose independent rect. 1 16
336 88.26 atmosphere 1015.0 30 < th dose independent rect. 1 16
337 88.26 atmosphere 1015.0 270 < th dose independent rect. 22 17
376 88.39 atmosphere 995.0 90 > th dose independent rect. 17 18
393 88.44 humidity 60.0 270 > th dose independent rect. 21 18
417 88.48 radiation 10.0 43200 < th dose dependent rect. 19 7
429 88.53 temperature 10.0 270 > th dose dependent rect. 10 5
441 88.56 humidity 50.0 90 > th dose dependent rect. 23 18
448 88.58 atmosphere 995.0 90 > th dose dependent rect. 17 18
451 88.59 radiation 1.0 43200 < th dose dependent rect. 19 2
453 88.61 wind 1.0 270 < th dose independent rect. 10 16
462 88.66 wind 1.0 270 > th dose independent rect. 15 7
492 88.70 humidity 90.0 270 > th dose dependent rect. 10 16
496 88.72 wind 3.0 270 > th dose independent rect. 12 1
500 88.72 wind 9.0 270 < th dose dependent rect. 10 5
503 88.73 atmosphere 995.0 10 > th dose independent rect. 17 19
504 88.73 radiation 1.0 30 < th dose dependent rect. 17 3
524 88.76 atmosphere 995.0 90 > th dose dependent rect. 17 16
526 88.77 wind 1.0 10 > th dose independent rect. 12 5
534 88.79 wind 9.0 270 < th dose independent rect. 22 17
537 88.79 temperature 10.0 270 > th dose dependent rect. 11 3
545 88.82 temperature 10.0 270 > th dose independent rect. 15 6
547 88.82 temperature 10.0 270 > th dose independent rect. 21 18
553 88.84 humidity 90.0 10 < th dose independent rect. 17 16
583 88.91 wind 9.0 270 < th dose independent rect. 15 6
585 88.91 atmosphere 995.0 270 > th dose dependent rect. 15 18
597 88.96 radiation 40.0 270 < th dose independent rect. 15 6
609 88.98 humidity 50.0 10 > th dose independent rect. 1 16
614 89.00 humidity 60.0 90 > th dose independent rect. 18 1
627 89.02 precipitation 0.1 30 < th dose independent rect. 1 16
628 89.02 precipitation 0.1 30 < th dose dependent rect. 1 16
630 89.03 temperature 10.0 1440 > th dose independent rect. 18 8
633 89.03 humidity 50.0 1440 > th dose independent rect. 18 8
635 89.03 radiation 20.0 1440 < th dose independent rect. 18 8
647 89.03 temperature 10.0 1440 > th dose independent rect. 2 16
653 89.04 atmosphere 1015.0 90 < th dose independent rect. 20 21
657 89.04 humidity 80.0 30 > th dose dependent rect. 23 17
662 89.05 radiation 1.0 90 < th dose dependent rect. 18 1
666 89.06 humidity 90.0 270 < th dose independent rect. 11 3
670 89.07 radiation 1.0 90 < th dose independent rect. 18 1
673 89.07 temperature 10.0 1440 > th dose independent rect. 13 5
679 89.07 temperature 10.0 1440 > th dose independent rect. 18 19
704 89.12 radiation 40.0 90 < th dose independent rect. 17 18
709 89.13 atmosphere 995.0 30 > th dose independent rect. 17 8
727 89.15 humidity 50.0 90 > th dose dependent rect. 18 1
739 89.18 precipitation 0.1 90 < th dose independent rect. 18 1
740 89.18 humidity 50.0 90 > th dose independent rect. 17 3
744 89.18 precipitation 0.1 90 < th dose dependent rect. 18 1
747 89.19 wind 1.0 90 > th dose independent rect. 18 1
758 89.20 temperature 10.0 90 > th dose independent rect. 18 1
761 89.20 atmosphere 1010.0 90 < th dose independent rect. 18 1
763 89.20 radiation 20.0 90 < th dose independent rect. 18 1
766 89.20 precipitation 0.1 90 < th dose independent rect. 17 3
772 89.20 temperature 10.0 90 > th dose independent rect. 19 23
773 89.20 precipitation 0.1 90 < th dose dependent rect. 17 3
784 89.21 radiation 1.0 270 > th dose independent rect. 15 21
788 89.22 atmosphere 1015.0 90 < th dose dependent rect. 18 1
797 89.25 atmosphere 995.0 90 > th dose independent rect. 18 1
803 89.25 humidity 90.0 270 > th dose dependent rect. 6 21
804 89.26 humidity 90.0 270 < th dose independent rect. 12 1
810 89.26 wind 1.0 90 > th dose dependent rect. 18 1
822 89.28 wind 9.0 90 < th dose independent rect. 18 1
826 89.29 wind 9.0 90 < th dose independent rect. 17 3
833 89.31 wind 1.0 90 > th dose independent rect. 17 3
834 89.31 humidity 90.0 270 < th dose independent rect. 10 5
839 89.31 radiation 40.0 90 < th dose dependent rect. 17 3
846 89.33 humidity 60.0 10 > th dose independent rect. 18 2
847 89.33 temperature 10.0 90 > th dose independent rect. 17 3
850 89.33 atmosphere 1010.0 90 < th dose independent rect. 17 3
852 89.33 radiation 20.0 90 < th dose independent rect. 17 3
855 89.33 atmosphere 1015.0 270 < th dose independent rect. 15 6
861 89.33 temperature 10.0 90 > th dose independent rect. 20 21
864 89.33 atmosphere 995.0 10 > th dose dependent rect. 17 17
867 89.34 wind 1.0 270 < th dose independent rect. 17 9
883 89.36 temperature 25.0 90 > th dose independent rect. 17 17
898 89.38 wind 9.0 270 < th dose dependent rect. 11 3
924 89.42 humidity 50.0 10 > th dose dependent rect. 10 7
939 89.44 atmosphere 1000.0 30 > th dose independent rect. 12 16
942 89.44 atmosphere 1005.0 10 < th dose dependent rect. 24 6
944 89.45 radiation 1.0 10 > th dose independent rect. 12 5
964 89.47 atmosphere 1005.0 270 < th dose dependent rect. 1 1
993 89.52 temperature 30.0 90 < th dose independent rect. 18 1
996 89.52 wind 9.0 90 < th dose independent rect. 20 21