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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.

Os01g0638000

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 : 3.1 (0.0162) R2 : 0.00408
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0467 (0.0342) R2dN8 : 0.00527 R2N8 : 0.00408
σ : 0.306
deviance : 42.88
__
_____
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 = humidity, 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
40.24 0.298 3.09 0.0912 0.156 0.126 0.0759 0.673 0.0562 9.08 74.16 5897 -- --
40.86 0.298 3.1 0.0902 0.161 0.17 0.055 -- 0.0473 8.8 80.56 4436 -- --
40.26 0.296 3.09 0.0946 0.157 0.125 -- 0.674 0.0558 8.96 74.39 5897 -- --
40.83 0.298 3.1 0.0991 0.158 0.196 -- -- 0.022 8.68 87.84 4507 -- --
41.66 0.301 3.1 0.0986 -- 0.132 -- 0.646 0.0558 -- 75.28 5888 -- --
41.27 0.301 3.09 0.0915 0.155 -- 0.0658 -- 0.0561 8.96 -- -- -- --
41.29 0.301 3.09 0.0936 0.155 -- -- -- 0.056 8.86 -- -- -- --
42.17 0.302 3.11 0.0975 -- 0.194 -- -- 0.0229 -- 88 4412 -- --
41.08 0.299 3.1 -- 0.155 0.189 -- -- 0.0173 8.61 86 4461 -- --
42.65 0.305 3.1 0.0936 -- -- -- -- 0.0571 -- -- -- -- --
41.52 0.301 3.1 -- 0.155 -- -- -- 0.0456 8.81 -- -- -- --
42.41 0.303 3.11 -- -- 0.191 -- -- 0.024 -- 83.96 4411 -- --
42.88 0.306 3.1 -- -- -- -- -- 0.0467 -- -- -- -- --

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 38.14 atmosphere 1005.0 90 > th dose dependent rect. 2 1
2 38.19 atmosphere 1005.0 10 > th dose dependent rect. 2 2
4 38.33 atmosphere 1000.0 30 > th dose independent rect. 3 23
8 38.57 wind 1.0 10 < th dose dependent rect. 2 1
11 38.72 wind 1.0 30 < th dose independent rect. 10 1
12 38.72 temperature 10.0 1440 > th dose independent rect. 11 1
16 38.72 atmosphere 995.0 1440 > th dose independent rect. 11 1
19 38.72 precipitation 0.1 1440 < th dose independent rect. 11 1
20 38.72 temperature 10.0 1440 > th dose independent rect. 12 23
23 38.72 wind 1.0 30 < th dose dependent rect. 10 1
24 38.72 precipitation 0.1 1440 < th dose dependent rect. 11 1
25 38.73 atmosphere 1005.0 90 > th dose independent rect. 2 1
28 38.75 temperature 25.0 90 > th dose independent rect. 1 1
29 38.77 radiation 1.0 4320 < th dose dependent rect. 3 1
30 38.77 radiation 1.0 43200 < th dose dependent rect. 3 1
34 38.79 temperature 25.0 90 > th dose dependent rect. 1 2
35 38.80 wind 9.0 1440 < th dose independent rect. 3 1
36 38.80 temperature 10.0 1440 > th dose independent rect. 3 1
39 38.80 temperature 30.0 1440 < th dose independent rect. 3 1
43 38.80 humidity 50.0 1440 > th dose independent rect. 3 1
52 38.80 atmosphere 995.0 1440 > th dose independent rect. 3 1
53 38.80 radiation 1.0 1440 < th dose independent rect. 3 1
73 38.80 temperature 10.0 1440 > th dose independent rect. 4 23
95 38.84 atmosphere 1010.0 30 < th dose independent rect. 10 1
97 38.85 wind 3.0 90 < th dose independent rect. 2 1
100 38.87 wind 1.0 30 > th dose independent rect. 2 1
101 38.87 humidity 70.0 30 < th dose independent rect. 10 1
110 38.88 temperature 10.0 30 > th dose independent rect. 2 1
112 38.88 temperature 30.0 30 < th dose independent rect. 2 1
113 38.88 humidity 50.0 30 > th dose independent rect. 2 1
118 38.88 atmosphere 1010.0 30 < th dose independent rect. 2 1
120 38.88 radiation 1.0 30 < th dose independent rect. 2 1
125 38.88 radiation 40.0 30 < th dose independent rect. 10 1
126 38.88 precipitation 0.1 30 < th dose independent rect. 2 1
127 38.88 temperature 10.0 30 > th dose independent rect. 3 23
129 38.88 wind 9.0 30 < th dose dependent rect. 2 1
133 38.88 radiation 1.0 30 < th dose dependent rect. 2 1
138 38.88 precipitation 0.1 30 < th dose dependent rect. 2 1
140 38.89 wind 5.0 30 < th dose dependent rect. 2 1
143 38.89 temperature 25.0 30 > th dose dependent rect. 10 1
144 38.89 humidity 50.0 30 > th dose dependent rect. 2 1
147 38.89 atmosphere 1010.0 30 < th dose dependent rect. 2 1
161 38.94 temperature 30.0 30 < th dose dependent rect. 2 1
163 38.95 atmosphere 1005.0 30 > th dose independent rect. 10 1
165 38.96 precipitation 0.1 30 < th dose independent rect. 3 23
169 38.96 precipitation 0.1 30 < th dose dependent rect. 3 23
207 38.99 atmosphere 1000.0 30 > th dose dependent rect. 10 1
214 39.00 temperature 25.0 30 > th dose independent rect. 10 1
215 39.00 radiation 20.0 30 > th dose independent rect. 10 1
218 39.00 humidity 70.0 30 < th dose dependent rect. 10 1
233 39.04 temperature 30.0 30 < th dose independent rect. 10 1
234 39.04 humidity 90.0 90 < th dose independent rect. 2 1
235 39.04 radiation 40.0 30 < th dose dependent rect. 10 1
241 39.07 wind 5.0 30 < th dose independent rect. 10 1
244 39.07 humidity 60.0 30 > th dose independent rect. 10 1
245 39.07 wind 5.0 30 < th dose dependent rect. 10 1
251 39.08 temperature 10.0 30 > th dose independent rect. 10 1
254 39.08 humidity 90.0 30 < th dose independent rect. 10 1
258 39.08 precipitation 0.1 30 < th dose independent rect. 10 1
259 39.08 temperature 10.0 30 > th dose independent rect. 11 23
260 39.08 precipitation 0.1 30 < th dose dependent rect. 10 1
261 39.10 wind 1.0 30 > th dose independent rect. 10 1
298 39.23 humidity 50.0 30 > th dose dependent rect. 10 1
299 39.23 radiation 1.0 30 > th dose dependent rect. 10 1
301 39.26 wind 9.0 30 < th dose independent rect. 3 23
308 39.31 humidity 50.0 30 > th dose independent rect. 3 23
317 39.36 atmosphere 1015.0 30 < th dose dependent rect. 10 1
318 39.37 wind 1.0 30 > th dose dependent rect. 10 1
332 39.44 radiation 30.0 30 < th dose dependent rect. 3 23
349 39.53 wind 1.0 14400 < th dose independent rect. 4 4
353 39.54 wind 1.0 14400 < th dose dependent rect. 2 6
355 39.55 wind 1.0 14400 < th dose dependent rect. 4 4
358 39.57 wind 1.0 14400 < th dose independent rect. 2 6
359 39.58 wind 1.0 14400 > th dose independent rect. 4 4
366 39.61 wind 1.0 14400 < th dose dependent rect. 6 1
369 39.62 radiation 40.0 10 < th dose dependent rect. 14 12
372 39.63 wind 1.0 14400 > th dose independent rect. 2 6
398 39.66 atmosphere 1000.0 10 > th dose independent rect. 16 10
409 39.67 wind 1.0 14400 > th dose independent rect. 1 2
410 39.67 wind 1.0 14400 < th dose independent rect. 5 2
432 39.69 radiation 20.0 30 < th dose independent rect. 3 23
437 39.70 radiation 30.0 10 < th dose independent rect. 14 12
439 39.71 wind 1.0 14400 > th dose independent rect. 5 2
454 39.72 humidity 90.0 90 < th dose dependent rect. 2 1
473 39.74 atmosphere 1000.0 10 > th dose independent rect. 2 14
510 39.78 wind 9.0 10 < th dose independent rect. 2 14
523 39.79 humidity 50.0 10 > th dose independent rect. 16 10
526 39.79 temperature 30.0 720 < th dose independent rect. 9 12
533 39.80 wind 9.0 10 < th dose independent rect. 16 10
534 39.80 temperature 10.0 10 > th dose independent rect. 16 10
536 39.80 temperature 10.0 10 > th dose independent rect. 2 14
538 39.80 atmosphere 1015.0 10 < th dose independent rect. 2 14
539 39.80 precipitation 0.1 10 < th dose independent rect. 2 14
544 39.80 precipitation 0.1 10 < th dose dependent rect. 2 14
557 39.81 wind 9.0 30 < th dose independent rect. 11 23
579 39.83 precipitation 0.1 10 < th dose independent rect. 16 10
584 39.83 precipitation 0.1 10 < th dose dependent rect. 16 10
608 39.84 temperature 10.0 720 > th dose dependent rect. 2 1
619 39.85 humidity 70.0 4320 > th dose independent rect. 10 1
626 39.86 wind 1.0 14400 < th dose independent rect. 1 2
628 39.86 temperature 30.0 10 < th dose independent rect. 16 10
632 39.86 wind 1.0 14400 > th dose independent rect. 21 11
636 39.86 temperature 30.0 720 < th dose independent rect. 15 23
665 39.87 humidity 70.0 30 > th dose dependent rect. 3 22
701 39.90 temperature 10.0 1440 > th dose independent rect. 17 10
704 39.90 radiation 30.0 1440 < th dose independent rect. 17 10
712 39.90 wind 1.0 14400 < th dose independent rect. 20 12
713 39.90 temperature 10.0 1440 > th dose independent rect. 3 14
723 39.91 atmosphere 995.0 720 > th dose independent rect. 7 8
727 39.91 wind 1.0 14400 < th dose dependent rect. 2 1
731 39.91 atmosphere 995.0 10 > th dose dependent rect. 4 22
740 39.92 atmosphere 995.0 720 > th dose independent rect. 15 23
772 39.93 temperature 30.0 30 < th dose independent rect. 2 14
783 39.94 wind 1.0 14400 > th dose independent sin 7 NA
785 39.94 humidity 70.0 4320 < th dose independent rect. 10 1
805 39.94 temperature 10.0 10 > th dose dependent rect. 16 10
811 39.95 humidity 90.0 10 > th dose independent rect. 24 3
822 39.96 wind 1.0 14400 < th dose independent sin 7 NA
912 39.99 temperature 10.0 720 > th dose dependent rect. 14 1
913 39.99 humidity 80.0 14400 < th dose dependent rect. 8 1
939 40.00 radiation 40.0 90 < th dose dependent rect. 3 10
944 40.01 humidity 70.0 14400 > th dose independent rect. 8 1
961 40.01 humidity 90.0 10 < th dose dependent rect. 3 1
977 40.02 humidity 70.0 14400 < th dose independent rect. 8 1
999 40.02 wind 1.0 14400 < th dose dependent rect. 2 20