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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os08g0168600

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 : 3.34 (0.0269) R2 : 0.00408
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0775 (0.0567) R2dN8 : 0.00527 R2N8 : 0.00408
σ : 0.507
deviance : 118.15
__
_____
C
peak time of C : --
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 = 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
112.61 0.499 3.27 -0.248 0.142 -0.639 0.317 -2.21 0.162 8.69 9.1 4552 -- --
114.94 0.499 3.33 -0.146 0.116 -0.307 0.323 -- 0.0952 8.78 8.6 4638 -- --
112.48 0.494 3.27 -0.24 0.144 -0.661 -- -2.27 0.178 8.46 9.1 4638 -- --
114.78 0.499 3.32 -0.127 0.134 -0.354 -- -- 0.107 8.11 9.2 4638 -- --
113.33 0.496 3.26 -0.254 -- -0.639 -- -2.27 0.186 -- 9.1 4674 -- --
116.81 0.507 3.34 -0.0135 0.155 -- -0.19 -- 0.0718 5.05 -- -- -- --
116.85 0.506 3.34 -0.0126 0.158 -- -- -- 0.0729 5.79 -- -- -- --
115.71 0.501 3.33 -0.1 -- -0.303 -- -- 0.109 -- 9.132 4638 -- --
114.94 0.499 3.32 -- 0.112 -0.284 -- -- 0.106 7.02 9.2 4638 -- --
118.14 0.508 3.34 -0.00771 -- -- -- -- 0.0767 -- -- -- -- --
116.85 0.506 3.34 -- 0.158 -- -- -- 0.0743 5.79 -- -- -- --
115.96 0.502 3.33 -- -- -0.276 -- -- 0.117 -- 9.116 4638 -- --
118.15 0.507 3.34 -- -- -- -- -- 0.0775 -- -- -- -- --

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
1 100.13 humidity 90.0 10 > th dose dependent rect. 2 1
3 100.61 atmosphere 1010.0 30 < th dose dependent rect. 2 1
4 100.69 temperature 30.0 10 < th dose dependent rect. 2 1
7 100.90 wind 5.0 10 < th dose independent rect. 2 1
10 100.95 wind 9.0 10 < th dose dependent rect. 2 1
11 100.96 temperature 25.0 10 < th dose independent rect. 2 1
14 100.96 humidity 60.0 10 > th dose dependent rect. 2 1
18 100.98 temperature 10.0 10 > th dose independent rect. 2 1
21 100.98 humidity 50.0 10 > th dose independent rect. 2 1
24 100.98 atmosphere 995.0 10 > th dose independent rect. 2 1
25 100.98 atmosphere 1010.0 10 < th dose independent rect. 2 1
27 100.98 radiation 1.0 10 < th dose independent rect. 2 1
32 100.98 precipitation 0.1 10 < th dose independent rect. 2 1
33 100.98 temperature 10.0 10 > th dose independent rect. 3 23
35 100.98 radiation 1.0 10 < th dose dependent rect. 2 1
40 100.98 precipitation 0.1 10 < th dose dependent rect. 2 1
41 100.99 humidity 90.0 10 > th dose independent rect. 2 1
70 101.10 atmosphere 1005.0 10 > th dose dependent rect. 2 1
79 101.11 temperature 10.0 10 > th dose dependent rect. 2 1
83 101.13 wind 1.0 30 > th dose independent rect. 2 1
90 101.18 atmosphere 995.0 10 > th dose independent rect. 3 23
96 101.24 atmosphere 995.0 30 > th dose dependent rect. 2 1
110 101.58 precipitation 0.1 10 < th dose independent rect. 3 23
111 101.58 precipitation 0.1 10 < th dose dependent rect. 3 23
112 101.62 wind 9.0 30 < th dose independent rect. 3 23
120 103.05 radiation 1.0 43200 < th dose dependent rect. 3 1
136 104.34 humidity 50.0 30 > th dose independent rect. 3 23
141 104.36 wind 9.0 1440 < th dose independent rect. 3 1
142 104.36 temperature 10.0 1440 > th dose independent rect. 3 1
145 104.36 temperature 30.0 1440 < th dose independent rect. 3 1
149 104.36 humidity 50.0 1440 > th dose independent rect. 3 1
158 104.36 atmosphere 995.0 1440 > th dose independent rect. 3 1
159 104.36 radiation 1.0 1440 < th dose independent rect. 3 1
179 104.36 temperature 10.0 1440 > th dose independent rect. 4 23
201 105.55 precipitation 0.1 720 < th dose independent rect. 15 8
202 105.55 precipitation 0.1 720 < th dose dependent rect. 15 8
204 105.74 temperature 10.0 720 > th dose independent rect. 15 8
205 105.74 temperature 10.0 720 > th dose independent rect. 23 16
213 105.91 temperature 10.0 720 > th dose independent rect. 3 8
214 105.91 atmosphere 995.0 720 > th dose independent rect. 3 8
215 105.91 temperature 10.0 720 > th dose independent rect. 11 16
218 105.99 atmosphere 995.0 720 > th dose independent rect. 23 16
219 106.01 wind 9.0 720 < th dose independent rect. 3 8
225 106.27 humidity 50.0 720 > th dose independent rect. 3 8
235 106.55 precipitation 0.1 720 < th dose independent rect. 11 16
236 106.55 precipitation 0.1 720 < th dose dependent rect. 11 16
270 107.03 atmosphere 1015.0 30 < th dose independent rect. 3 23
274 107.07 temperature 25.0 30 > th dose independent rect. 20 3
276 107.13 atmosphere 1015.0 720 < th dose independent rect. 3 8
306 107.31 radiation 40.0 720 < th dose independent rect. 15 8
311 107.43 humidity 90.0 90 < th dose independent rect. 2 1
313 107.46 atmosphere 995.0 720 > th dose independent rect. 11 16
315 107.51 atmosphere 995.0 720 > th dose independent rect. 15 8
318 107.56 temperature 25.0 30 > th dose dependent rect. 20 3
323 107.69 wind 9.0 720 < th dose independent rect. 15 8
333 107.91 temperature 10.0 30 > th dose dependent rect. 3 23
367 108.71 precipitation 0.1 720 < th dose independent rect. 3 8
368 108.71 precipitation 0.1 720 < th dose dependent rect. 3 8
379 108.85 wind 1.0 720 > th dose independent rect. 15 8
392 109.18 wind 1.0 30 > th dose dependent rect. 2 1
398 109.23 precipitation 0.1 720 < th dose independent rect. 23 16
399 109.23 precipitation 0.1 720 < th dose dependent rect. 23 16
445 109.61 wind 9.0 720 < th dose independent rect. 23 16
449 109.68 humidity 90.0 30 < th dose dependent rect. 20 1
450 109.72 radiation 1.0 1440 < th dose dependent rect. 21 1
460 109.80 wind 9.0 30 < th dose dependent rect. 3 23
466 109.88 humidity 90.0 30 < th dose independent rect. 20 1
528 109.94 temperature 20.0 30 > th dose independent rect. 20 1
530 109.94 temperature 25.0 270 > th dose independent rect. 18 9
532 109.94 temperature 20.0 720 > th dose dependent rect. 3 1
535 109.95 atmosphere 1005.0 30 > th dose independent rect. 20 1
540 109.99 wind 5.0 30 < th dose independent rect. 20 1
544 109.99 temperature 10.0 30 > th dose dependent rect. 20 1
546 110.00 wind 9.0 30 < th dose dependent rect. 20 1
549 110.01 wind 1.0 30 > th dose independent rect. 20 1
551 110.01 temperature 10.0 30 > th dose independent rect. 20 1
553 110.01 temperature 30.0 30 < th dose independent rect. 20 1
554 110.01 humidity 50.0 30 > th dose independent rect. 20 1
557 110.01 atmosphere 995.0 30 > th dose independent rect. 20 1
559 110.01 atmosphere 1010.0 30 < th dose independent rect. 20 1
561 110.01 radiation 1.0 30 < th dose independent rect. 20 1
566 110.01 precipitation 0.1 30 < th dose independent rect. 20 1
568 110.01 temperature 10.0 30 > th dose independent rect. 21 23
570 110.01 atmosphere 995.0 30 > th dose dependent rect. 20 1
571 110.01 radiation 1.0 30 < th dose dependent rect. 20 1
576 110.01 precipitation 0.1 30 < th dose dependent rect. 20 1
579 110.04 wind 1.0 10 < th dose independent rect. 14 13
581 110.05 temperature 10.0 1440 > th dose independent rect. 21 1
584 110.05 temperature 30.0 1440 < th dose independent rect. 21 1
588 110.05 humidity 50.0 1440 > th dose independent rect. 21 1
594 110.05 atmosphere 995.0 1440 > th dose independent rect. 21 1
595 110.05 radiation 1.0 1440 < th dose independent rect. 21 1
632 110.05 temperature 10.0 1440 > th dose independent rect. 22 23
644 110.06 atmosphere 1015.0 30 < th dose dependent rect. 20 1
650 110.10 wind 1.0 30 > th dose dependent rect. 20 1
653 110.11 wind 1.0 10 < th dose independent rect. 17 10
659 110.12 humidity 50.0 30 > th dose dependent rect. 20 1
660 110.12 radiation 40.0 14400 < th dose dependent rect. 21 1
665 110.16 wind 1.0 10 < th dose independent rect. 21 6
668 110.16 atmosphere 995.0 720 > th dose independent rect. 7 8
682 110.22 precipitation 0.1 720 < th dose independent rect. 19 8
684 110.22 radiation 20.0 43200 < th dose dependent rect. 23 1
686 110.22 precipitation 0.1 720 < th dose dependent rect. 19 8
696 110.25 humidity 90.0 90 < th dose independent rect. 1 4
697 110.25 wind 9.0 720 < th dose independent rect. 11 16
698 110.26 radiation 10.0 30 < th dose independent rect. 3 23
706 110.29 temperature 25.0 720 > th dose dependent rect. 3 5
708 110.30 radiation 1.0 720 < th dose dependent rect. 18 9
710 110.31 precipitation 0.1 720 < th dose independent rect. 15 16
711 110.31 precipitation 0.1 720 < th dose dependent rect. 15 16
714 110.32 wind 9.0 720 < th dose independent rect. 19 8
720 110.36 temperature 30.0 30 < th dose dependent rect. 20 1
725 110.38 temperature 10.0 720 > th dose dependent rect. 3 1
731 110.40 wind 1.0 10 < th dose independent rect. 6 21
737 110.43 temperature 25.0 10 < th dose independent rect. 1 15
741 110.44 temperature 25.0 720 > th dose independent rect. 3 6
742 110.44 temperature 25.0 30 > th dose independent rect. 23 21
754 110.49 temperature 10.0 720 > th dose independent rect. 7 8
755 110.49 atmosphere 1015.0 720 < th dose independent rect. 7 8
757 110.49 temperature 10.0 720 > th dose independent rect. 15 16
795 110.56 radiation 20.0 30 < th dose dependent rect. 3 23
803 110.60 wind 1.0 10 > th dose independent rect. 21 23
804 110.61 wind 1.0 10 < th dose independent rect. 8 19
807 110.63 humidity 50.0 720 > th dose independent rect. 23 16
815 110.65 atmosphere 1015.0 1440 < th dose independent rect. 3 1
818 110.65 temperature 30.0 30 < th dose independent rect. 3 23
820 110.66 temperature 10.0 720 > th dose independent rect. 19 8
821 110.66 temperature 30.0 720 < th dose independent rect. 19 8
822 110.66 humidity 50.0 720 > th dose independent rect. 19 8
823 110.66 atmosphere 995.0 720 > th dose independent rect. 19 8
824 110.66 radiation 1.0 720 < th dose independent rect. 19 8
830 110.66 temperature 10.0 720 > th dose independent rect. 3 16
841 110.69 atmosphere 995.0 720 > th dose independent rect. 15 16
842 110.70 radiation 40.0 30 < th dose dependent rect. 3 23
855 110.74 radiation 40.0 30 < th dose independent rect. 3 23
858 110.75 atmosphere 995.0 720 > th dose independent rect. 3 16
880 110.89 precipitation 0.1 720 < th dose independent rect. 7 8
882 110.89 precipitation 0.1 720 < th dose dependent rect. 7 8
886 110.93 wind 1.0 14400 < th dose dependent rect. 6 1
887 110.94 temperature 25.0 30 > th dose independent rect. 24 11
916 110.98 temperature 25.0 270 > th dose independent rect. 22 5
919 111.00 radiation 20.0 720 > th dose independent rect. 15 1
930 111.03 humidity 70.0 720 > th dose dependent rect. 3 1
932 111.05 temperature 10.0 90 > th dose dependent rect. 3 16
935 111.07 wind 1.0 10 > th dose independent rect. 23 23
936 111.07 temperature 20.0 30 > th dose dependent rect. 20 7
942 111.08 wind 9.0 720 < th dose independent rect. 15 16
945 111.08 temperature 30.0 30 < th dose dependent rect. 1 16
947 111.09 temperature 25.0 10 < th dose independent rect. 1 13
953 111.10 temperature 30.0 720 < th dose independent rect. 15 8
961 111.12 wind 1.0 90 > th dose independent rect. 3 22
962 111.12 atmosphere 1000.0 30 > th dose independent rect. 21 23
968 111.13 atmosphere 1005.0 30 > th dose dependent rect. 20 3
971 111.14 temperature 15.0 90 > th dose dependent rect. 3 8
999 111.22 humidity 70.0 14400 > th dose independent rect. 8 1