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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.

Os03g0212000

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 : 3.14 (0.0241) R2 : 0.00492
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0762 (0.0507) R2dN8 : 0.00636 R2N8 : 0.00492
σ : 0.454
deviance : 94.56
__
_____
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 = atmosphere, 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
91.78 0.45 2.98 0.931 0.0749 -7.89 0.252 49.5 0.0928 7.56 996.2 1293 -- --
93.36 0.453 3.13 0.0648 0.0993 0.36 0.315 -- 0.087 7.09 996.2 1293 -- --
91.93 0.447 2.99 0.928 0.0799 -7.94 -- 49.8 0.091 6.63 996.3 1289 -- --
91.96 0.447 3.13 0.0519 0.083 0.631 -- -- 0.0898 6.9 997.5 1359 -- --
92.25 0.447 2.99 0.939 -- -8.02 -- 50.3 0.0931 -- 996.3 1290 -- --
93.7 0.454 3.13 0.0723 0.0917 -- 0.295 -- 0.0841 7.2 -- -- -- --
93.92 0.454 3.13 0.0777 0.0952 -- -- -- 0.0831 6.45 -- -- -- --
92.34 0.448 3.13 0.053 -- 0.642 -- -- 0.0952 -- 997.5 1359 -- --
92.03 0.447 3.13 -- 0.0863 0.641 -- -- 0.0878 6.59 997.6 1359 -- --
94.39 0.454 3.14 0.0802 -- -- -- -- 0.0851 -- -- -- -- --
94.07 0.454 3.14 -- 0.0962 -- -- -- 0.0745 6.41 -- -- -- --
92.42 0.448 3.14 -- -- 0.655 -- -- 0.0901 -- 997.6 1359 -- --
94.56 0.454 3.14 -- -- -- -- -- 0.0762 -- -- -- -- --

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 84.89 humidity 60.0 30 > th dose independent rect. 16 1
2 84.94 atmosphere 1005.0 30 > th dose independent rect. 16 1
3 84.95 atmosphere 1005.0 30 > th dose dependent rect. 16 1
4 84.97 temperature 30.0 30 < th dose independent rect. 16 1
6 85.08 wind 5.0 30 > th dose dependent rect. 16 1
7 85.17 humidity 50.0 30 > th dose dependent rect. 16 1
8 85.29 wind 7.0 30 > th dose independent rect. 16 1
10 85.51 atmosphere 1015.0 30 < th dose dependent rect. 2 1
11 85.53 wind 3.0 30 < th dose dependent rect. 2 1
13 85.56 wind 3.0 30 < th dose independent rect. 2 1
17 85.59 wind 9.0 30 < th dose independent rect. 2 1
18 85.59 temperature 10.0 30 > th dose independent rect. 2 1
20 85.59 temperature 30.0 30 < th dose independent rect. 2 1
21 85.59 humidity 50.0 30 > th dose independent rect. 2 1
24 85.59 atmosphere 995.0 30 > th dose independent rect. 2 1
25 85.59 atmosphere 1010.0 30 < th dose independent rect. 2 1
27 85.59 radiation 1.0 30 < th dose independent rect. 2 1
32 85.59 precipitation 0.1 30 < th dose independent rect. 2 1
33 85.59 temperature 10.0 30 > th dose independent rect. 3 23
34 85.59 temperature 10.0 30 > th dose dependent rect. 2 1
35 85.59 humidity 50.0 30 > th dose dependent rect. 2 1
37 85.59 radiation 1.0 30 < th dose dependent rect. 2 1
42 85.59 precipitation 0.1 30 < th dose dependent rect. 2 1
51 85.64 atmosphere 1005.0 30 > th dose dependent rect. 2 1
56 85.70 atmosphere 995.0 30 > th dose dependent rect. 2 1
58 85.72 temperature 30.0 30 < th dose dependent rect. 2 1
60 85.76 atmosphere 1005.0 30 > th dose independent rect. 2 1
65 85.85 radiation 10.0 10 < th dose independent rect. 16 1
108 86.13 wind 1.0 30 > th dose independent rect. 2 1
116 86.28 wind 9.0 30 < th dose independent rect. 3 23
126 86.69 radiation 20.0 30 < th dose dependent rect. 16 1
128 86.76 temperature 30.0 30 < th dose dependent rect. 16 1
145 87.61 humidity 90.0 30 < th dose independent rect. 16 1
147 87.64 temperature 25.0 30 > th dose independent rect. 16 1
148 87.64 atmosphere 995.0 30 > th dose independent rect. 16 1
149 87.64 radiation 1.0 30 > th dose independent rect. 16 1
152 87.67 wind 9.0 30 < th dose independent rect. 16 1
153 87.67 temperature 10.0 30 > th dose independent rect. 16 1
157 87.67 atmosphere 1010.0 30 < th dose independent rect. 16 1
159 87.67 radiation 40.0 30 < th dose independent rect. 16 1
160 87.67 precipitation 0.1 30 < th dose independent rect. 16 1
161 87.67 temperature 10.0 30 > th dose independent rect. 17 23
162 87.67 precipitation 0.1 30 < th dose dependent rect. 16 1
185 88.08 temperature 10.0 30 > th dose dependent rect. 16 1
186 88.09 radiation 1.0 30 > th dose dependent rect. 16 1
189 88.15 atmosphere 1015.0 30 < th dose dependent rect. 16 1
196 88.29 wind 9.0 30 < th dose dependent rect. 16 1
200 88.37 radiation 10.0 30 > th dose dependent rect. 16 15
201 88.38 wind 9.0 30 < th dose independent rect. 17 23
203 88.39 temperature 10.0 1440 > th dose independent rect. 17 1
207 88.39 radiation 30.0 1440 < th dose independent rect. 17 1
213 88.39 temperature 10.0 1440 > th dose independent rect. 18 23
217 88.41 atmosphere 995.0 30 > th dose independent rect. 3 23
231 88.48 atmosphere 1000.0 720 > th dose independent rect. 3 8
244 88.53 atmosphere 1000.0 10 < th dose dependent rect. 8 2
245 88.54 temperature 10.0 720 > th dose independent rect. 15 8
246 88.54 temperature 10.0 720 > th dose independent rect. 23 16
249 88.55 humidity 90.0 30 < th dose dependent rect. 16 1
278 88.71 temperature 10.0 720 > th dose independent rect. 3 8
280 88.71 temperature 10.0 720 > th dose independent rect. 11 16
299 88.79 radiation 40.0 720 < th dose independent rect. 15 8
317 88.84 atmosphere 1015.0 720 < th dose independent rect. 3 8
319 88.87 wind 9.0 720 < th dose independent rect. 3 8
325 88.98 atmosphere 995.0 1440 > th dose independent rect. 17 1
340 88.99 precipitation 0.1 30 < th dose independent rect. 17 23
341 88.99 precipitation 0.1 30 < th dose dependent rect. 17 23
344 89.04 atmosphere 1000.0 10 > th dose independent rect. 17 23
348 89.15 precipitation 0.1 720 < th dose independent rect. 15 8
349 89.15 precipitation 0.1 720 < th dose dependent rect. 15 8
350 89.17 atmosphere 995.0 720 > th dose independent rect. 23 16
353 89.24 humidity 50.0 720 > th dose independent rect. 3 8
355 89.25 atmosphere 1000.0 270 < th dose dependent rect. 6 4
361 89.35 atmosphere 1005.0 30 > th dose dependent rect. 2 3
375 89.59 wind 9.0 720 < th dose independent rect. 15 8
392 89.67 precipitation 0.1 30 < th dose independent rect. 3 23
395 89.67 precipitation 0.1 30 < th dose dependent rect. 3 23
412 89.76 precipitation 0.1 720 < th dose independent rect. 11 16
414 89.76 precipitation 0.1 720 < th dose dependent rect. 11 16
418 89.83 temperature 25.0 270 > th dose independent rect. 1 1
431 89.84 temperature 25.0 270 > th dose dependent rect. 5 3
435 89.88 atmosphere 1000.0 10 < th dose independent rect. 8 2
444 89.96 atmosphere 1000.0 90 < th dose independent rect. 8 1
477 90.07 atmosphere 995.0 720 > th dose independent rect. 15 8
486 90.10 wind 9.0 720 < th dose independent rect. 23 16
507 90.25 temperature 25.0 30 > th dose dependent rect. 17 18
531 90.39 wind 9.0 720 < th dose independent rect. 11 16
540 90.43 temperature 25.0 90 > th dose dependent rect. 1 4
548 90.47 temperature 25.0 270 > th dose independent rect. 6 1
549 90.47 temperature 25.0 270 > th dose independent rect. 5 3
561 90.49 precipitation 0.1 720 < th dose independent rect. 3 8
569 90.49 precipitation 0.1 720 < th dose dependent rect. 3 8
581 90.55 precipitation 0.1 720 < th dose independent rect. 23 16
587 90.55 precipitation 0.1 720 < th dose dependent rect. 23 16
591 90.57 atmosphere 1000.0 720 < th dose dependent rect. 1 9
597 90.59 temperature 30.0 90 < th dose independent rect. 1 16
600 90.61 wind 7.0 1440 < th dose independent rect. 23 1
604 90.62 radiation 10.0 30 < th dose independent rect. 17 9
608 90.63 atmosphere 1000.0 30 > th dose independent rect. 23 23
615 90.66 humidity 90.0 90 < th dose independent rect. 2 1
616 90.66 humidity 90.0 30 < th dose dependent rect. 22 1
621 90.67 temperature 25.0 30 > th dose dependent rect. 22 1
626 90.68 wind 9.0 4320 < th dose independent rect. 3 1
631 90.69 wind 1.0 30 > th dose independent rect. 22 1
633 90.70 humidity 90.0 30 < th dose independent rect. 22 1
634 90.70 atmosphere 1005.0 30 > th dose independent rect. 22 1
636 90.70 wind 1.0 30 > th dose dependent rect. 22 1
641 90.71 wind 5.0 30 < th dose independent rect. 22 1
644 90.71 temperature 10.0 30 > th dose independent rect. 22 1
646 90.71 temperature 30.0 30 < th dose independent rect. 22 1
647 90.71 humidity 50.0 30 > th dose independent rect. 22 1
650 90.71 atmosphere 995.0 30 > th dose independent rect. 22 1
652 90.71 atmosphere 1010.0 30 < th dose independent rect. 22 1
654 90.71 radiation 1.0 30 < th dose independent rect. 22 1
659 90.71 precipitation 0.1 30 < th dose independent rect. 22 1
660 90.71 temperature 10.0 30 > th dose independent rect. 23 23
661 90.71 temperature 10.0 30 > th dose dependent rect. 22 1
663 90.71 atmosphere 995.0 30 > th dose dependent rect. 22 1
666 90.71 radiation 1.0 30 < th dose dependent rect. 22 1
671 90.71 precipitation 0.1 30 < th dose dependent rect. 22 1
675 90.71 temperature 25.0 30 > th dose dependent rect. 24 11
679 90.72 wind 7.0 30 < th dose dependent rect. 22 1
682 90.72 humidity 50.0 30 > th dose dependent rect. 22 1
689 90.73 temperature 10.0 1440 > th dose independent rect. 23 1
692 90.73 temperature 30.0 1440 < th dose independent rect. 23 1
696 90.73 humidity 50.0 1440 > th dose independent rect. 23 1
706 90.73 atmosphere 995.0 1440 > th dose independent rect. 23 1
707 90.73 radiation 1.0 1440 < th dose independent rect. 23 1
727 90.73 temperature 10.0 1440 > th dose independent rect. 24 23
731 90.73 radiation 1.0 1440 < th dose dependent rect. 23 1
744 90.74 atmosphere 1015.0 30 < th dose dependent rect. 22 1
749 90.74 radiation 10.0 10 < th dose dependent rect. 17 9
751 90.75 atmosphere 1000.0 30 > th dose independent rect. 17 9
752 90.75 temperature 30.0 30 < th dose dependent rect. 22 1
758 90.76 atmosphere 1000.0 30 > th dose independent rect. 5 21
775 90.78 radiation 1.0 43200 < th dose dependent rect. 3 1
783 90.79 temperature 10.0 1440 > th dose independent rect. 3 1
786 90.79 temperature 30.0 1440 < th dose independent rect. 3 1
790 90.79 humidity 50.0 1440 > th dose independent rect. 3 1
799 90.79 atmosphere 995.0 1440 > th dose independent rect. 3 1
800 90.79 radiation 1.0 1440 < th dose independent rect. 3 1
820 90.79 atmosphere 995.0 1440 > th dose independent rect. 3 15
821 90.79 temperature 10.0 1440 > th dose independent rect. 4 23
824 90.79 humidity 50.0 30 > th dose independent rect. 3 23
827 90.79 radiation 1.0 1440 < th dose dependent rect. 3 1
866 90.82 atmosphere 995.0 1440 > th dose independent rect. 17 13
867 90.82 temperature 25.0 30 > th dose dependent sin 9 NA
899 90.85 atmosphere 995.0 1440 > th dose independent rect. 18 9
911 90.86 atmosphere 1000.0 270 > th dose independent rect. 3 10
917 90.86 radiation 10.0 30 < th dose dependent rect. 15 11
924 90.87 wind 9.0 30 < th dose independent rect. 23 23
930 90.88 atmosphere 995.0 1440 > th dose independent rect. 3 12
949 90.91 wind 9.0 10 < th dose independent rect. 17 9
950 90.91 atmosphere 1000.0 90 > th dose independent rect. 5 10
959 90.92 radiation 10.0 90 < th dose independent rect. 15 10
972 90.93 wind 9.0 30 < th dose dependent rect. 3 23
977 90.95 wind 1.0 720 > th dose independent rect. 15 8
978 90.95 wind 1.0 30 > th dose independent rect. 17 23
981 90.96 humidity 90.0 720 > th dose independent rect. 3 1
988 90.97 wind 7.0 90 < th dose independent rect. 17 8
991 90.97 atmosphere 1000.0 720 < th dose dependent sin 6 NA