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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.

Os11g0117900

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.5 (0.0336) R2 : 0.543
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.65 (0.0707) R2dN8 : 0.701 R2N8 : 0.543
σ : 0.633
deviance : 183.79
__
_____
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 = temperature, 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
157.28 0.589 3.7 -2.11 0.106 0.998 0.406 -5.25 1.24 1.13 25.55 2716 -- --
163.43 0.595 3.55 -0.789 0.153 0.768 0.265 -- 1.45 23.9 3.23 1368 -- --
157.91 0.585 3.7 -2.11 0.108 1.01 -- -5.28 1.26 0.736 25.8 2740 -- --
163.15 0.595 3.53 -0.721 0.0839 0.57 -- -- 1.52 0.379 24.61 1196 -- --
158.6 0.587 3.69 -2.1 -- 1.02 -- -5.21 1.25 -- 25.67 2704 -- --
173.25 0.617 3.52 -0.539 0.194 -- 0.303 -- 1.59 0.492 -- -- -- --
173.63 0.617 3.52 -0.551 0.193 -- -- -- 1.58 0.222 -- -- -- --
163.48 0.596 3.54 -0.726 -- 0.605 -- -- 1.51 -- 24.44 1146 -- --
175.73 0.617 3.5 -- 0.128 0.358 -- -- 1.66 23.5 27.3 1270 -- --
175.98 0.62 3.52 -0.544 -- -- -- -- 1.59 -- -- -- -- --
181.62 0.63 3.51 -- 0.186 -- -- -- 1.65 0.0617 -- -- -- --
176.51 0.619 3.51 -- -- 0.445 -- -- 1.61 -- 24.81 1134 -- --
183.79 0.633 3.5 -- -- -- -- -- 1.65 -- -- -- -- --

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
1 153.52 wind 1 43200 < th dose dependent rect. 2 1
2 154.72 wind 1 43200 > th dose independent rect. 2 1
3 155.01 wind 1 43200 < th dose independent rect. 2 1
4 155.41 humidity 50 1440 < th dose independent rect. 16 1
5 155.41 humidity 50 1440 < th dose dependent rect. 16 1
6 155.52 wind 5 43200 > th dose independent rect. 15 1
7 155.59 wind 5 43200 > th dose independent rect. 13 3
8 155.59 wind 5 43200 < th dose independent rect. 13 3
12 155.80 wind 5 43200 < th dose independent rect. 15 1
16 155.91 wind 3 43200 > th dose dependent rect. 12 4
17 155.94 temperature 30 1440 > th dose dependent rect. 18 1
47 156.06 wind 1 43200 > th dose dependent rect. 10 6
49 156.10 wind 9 43200 < th dose dependent rect. 10 6
53 156.15 wind 1 43200 > th dose dependent rect. 9 8
61 156.23 wind 9 43200 < th dose dependent rect. 9 8
68 156.29 wind 1 43200 > th dose dependent rect. 13 1
71 156.29 humidity 80 43200 > th dose dependent rect. 3 14
75 156.32 wind 5 43200 < th dose independent rect. 10 9
91 156.41 humidity 90 43200 < th dose independent rect. 2 14
105 156.48 radiation 10 43200 > th dose independent rect. 9 1
106 156.48 humidity 90 43200 < th dose independent rect. 1 17
114 156.51 wind 9 43200 < th dose dependent rect. 13 1
120 156.54 wind 5 43200 > th dose dependent rect. 15 1
123 156.57 humidity 80 43200 > th dose dependent sin 2 NA
131 156.60 wind 5 43200 < th dose independent rect. 12 15
150 156.66 humidity 90 43200 < th dose independent rect. 13 2
193 156.82 humidity 90 43200 < th dose independent sin 4 NA
197 156.82 humidity 90 43200 < th dose independent rect. 1 22
202 156.84 humidity 90 43200 > th dose independent rect. 2 14
212 156.87 wind 3 43200 > th dose independent rect. 9 6
216 156.88 wind 5 43200 < th dose independent sin 19 NA
218 156.88 wind 5 43200 > th dose independent rect. 12 13
252 156.94 humidity 90 43200 > th dose independent rect. 1 17
263 156.96 humidity 80 43200 > th dose independent rect. 5 14
277 156.99 wind 1 90 < th dose independent rect. 4 1
305 157.04 wind 3 43200 > th dose dependent sin 21 NA
334 157.10 humidity 90 43200 < th dose independent rect. 21 21
358 157.14 wind 3 43200 > th dose dependent rect. 12 16
380 157.18 humidity 80 43200 > th dose dependent sin 19 NA
383 157.19 humidity 80 43200 > th dose independent sin 23 NA
399 157.21 humidity 80 43200 < th dose independent rect. 12 9
403 157.22 humidity 90 43200 < th dose independent no NA NA
411 157.23 wind 5 43200 > th dose independent sin 19 NA
419 157.24 humidity 90 43200 < th dose independent rect. 11 23
437 157.27 humidity 80 43200 > th dose independent rect. 12 9
441 157.27 wind 1 90 < th dose dependent rect. 4 1
460 157.29 humidity 90 43200 > th dose independent sin 4 NA
473 157.30 humidity 80 43200 > th dose dependent rect. 12 11
483 157.31 humidity 90 43200 < th dose independent rect. 15 23
484 157.31 humidity 90 43200 < th dose independent rect. 17 23
511 157.34 humidity 80 43200 > th dose dependent rect. 11 13
577 157.44 humidity 90 43200 < th dose independent rect. 3 8
582 157.44 humidity 70 720 < th dose dependent rect. 18 14
584 157.45 humidity 80 43200 < th dose independent rect. 6 13
595 157.46 wind 9 43200 < th dose dependent sin 22 NA
612 157.48 humidity 80 43200 < th dose independent rect. 13 7
615 157.48 humidity 90 43200 > th dose independent rect. 22 20
667 157.55 humidity 90 43200 < th dose independent rect. 22 1
700 157.58 humidity 90 43200 > th dose independent rect. 5 2
721 157.59 radiation 1 1440 > th dose dependent rect. 18 11
746 157.62 humidity 80 43200 > th dose dependent rect. 13 2
747 157.62 humidity 70 43200 > th dose dependent rect. 13 6
754 157.63 humidity 80 43200 > th dose independent rect. 13 7
794 157.68 humidity 80 43200 < th dose independent sin 23 NA
795 157.68 humidity 90 43200 < th dose independent rect. 12 13
806 157.69 humidity 90 43200 < th dose independent rect. 11 15
831 157.71 temperature 25 720 > th dose dependent sin 11 NA
834 157.72 humidity 90 43200 > th dose independent no NA NA
847 157.73 humidity 90 43200 > th dose independent rect. 4 5
857 157.74 humidity 90 43200 < th dose independent sin 18 NA
858 157.74 humidity 50 1440 > th dose independent rect. 16 1
864 157.74 humidity 90 43200 > th dose independent rect. 11 23
865 157.74 humidity 90 43200 > th dose dependent rect. 5 2
883 157.76 humidity 90 43200 > th dose independent rect. 3 8
891 157.76 temperature 25 1440 > th dose dependent rect. 16 1
905 157.78 humidity 90 43200 < th dose independent rect. 13 11
910 157.78 humidity 90 43200 > th dose independent rect. 8 23
920 157.79 humidity 70 43200 > th dose dependent rect. 10 10
927 157.80 humidity 90 43200 > th dose independent rect. 17 23
956 157.83 humidity 80 43200 > th dose independent rect. 7 9
960 157.83 humidity 90 43200 > th dose independent rect. 15 23