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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.

Os03g0625800

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

Description : Zinc finger, RING-type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.7 (0.0278) R2 : 0.346
β1 : 1.06 (0.102) R2dD : 0.161 R2D : 0.168
β2 : 0.744 (0.0697) R2dC : 0.165 R2C : 0.162
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.132 (0.0592) R2dN8 : 0.00961 R2N8 : 0.0203
σ : 0.522
deviance : 124.14
__
_____
C
peak time of C : 20.6
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
110.9 0.495 4.75 0.554 0.779 0.983 -0.889 -4.23 -0.242 21.5 26.3 10 -- --
115.55 0.504 4.7 0.948 0.756 0.617 -0.764 -- -0.152 21.3 26.3 10 -- --
113.45 0.5 4.74 0.63 0.782 1.02 -- -3.91 -0.226 21.8 26.47 10 -- --
117.38 0.508 4.7 0.964 0.761 0.686 -- -- -0.155 21.7 26.3 10 -- --
147.99 0.567 4.72 0.672 -- 0.783 -- -3.49 -0.225 -- 26.5 29 -- --
121.21 0.516 4.7 1.03 0.745 -- -0.992 -- -0.131 20.3 -- -- -- --
124.14 0.522 4.7 1.06 0.744 -- -- -- -0.132 20.6 -- -- -- --
136.5 0.544 4.71 0.788 -- 1.1 -- -- -0.303 -- 11.91 650 -- --
141.03 0.556 4.73 -- 0.796 0.894 -- -- -0.288 22.3 25.5 19 -- --
155.2 0.582 4.68 1.05 -- -- -- -- -0.139 -- -- -- -- --
153.56 0.58 4.72 -- 0.74 -- -- -- -0.25 20.7 -- -- -- --
151.32 0.573 4.74 -- -- 1.39 -- -- -0.427 -- -6.77 684 -- --
184.49 0.634 4.7 -- -- -- -- -- -0.256 -- -- -- -- --

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
1 106.12 temperature 10.0 10 > th dose dependent rect. 8 21
5 106.64 temperature 30.0 30 < th dose dependent rect. 5 16
7 107.66 temperature 30.0 30 < th dose dependent rect. 5 18
12 108.34 temperature 15.0 30 > th dose dependent rect. 8 10
15 108.47 temperature 30.0 30 < th dose dependent rect. 5 12
20 108.70 temperature 30.0 30 < th dose dependent rect. 5 9
24 108.76 temperature 15.0 10 > th dose dependent rect. 8 12
29 108.87 temperature 30.0 30 < th dose dependent rect. 5 7
39 109.07 humidity 50.0 30 > th dose dependent rect. 5 7
41 109.08 humidity 60.0 10 > th dose dependent rect. 5 16
42 109.10 temperature 25.0 270 < th dose independent rect. 1 11
45 109.12 temperature 25.0 30 > th dose dependent rect. 8 8
47 109.13 temperature 25.0 90 > th dose dependent sin 4 NA
51 109.18 temperature 10.0 270 > th dose dependent rect. 6 10
53 109.22 temperature 20.0 270 > th dose dependent rect. 23 14
54 109.25 humidity 60.0 10 > th dose dependent rect. 5 18
57 109.29 temperature 25.0 270 < th dose independent sin 5 NA
76 109.44 temperature 30.0 270 < th dose dependent rect. 2 11
81 109.47 temperature 25.0 270 > th dose dependent sin 7 NA
82 109.50 temperature 25.0 270 > th dose dependent rect. 23 12
101 109.69 humidity 60.0 10 > th dose dependent rect. 5 9
103 109.70 temperature 25.0 270 > th dose independent sin 5 NA
111 109.76 temperature 25.0 270 > th dose independent rect. 24 14
122 109.86 temperature 30.0 10 < th dose independent rect. 5 16
137 109.94 temperature 25.0 270 > th dose dependent rect. 7 4
139 109.95 temperature 30.0 10 < th dose independent rect. 5 18
145 109.99 temperature 30.0 270 < th dose dependent sin 6 NA
179 110.18 humidity 70.0 10 > th dose independent rect. 5 18
188 110.21 temperature 10.0 270 > th dose dependent sin 4 NA
194 110.24 humidity 70.0 10 > th dose independent rect. 5 16
212 110.30 temperature 30.0 30 < th dose dependent sin 0 NA
235 110.36 temperature 25.0 270 > th dose independent rect. 6 8
242 110.39 atmosphere 1010.0 30 < th dose independent rect. 8 21
284 110.58 humidity 60.0 10 > th dose dependent rect. 5 12
333 110.79 temperature 15.0 720 > th dose dependent rect. 8 1
343 110.83 temperature 25.0 90 < th dose independent rect. 4 17
362 110.88 temperature 10.0 10 > th dose dependent rect. 23 6
385 110.94 radiation 40.0 30 < th dose dependent rect. 5 18
398 110.97 humidity 60.0 10 > th dose dependent rect. 5 14
448 111.12 atmosphere 1010.0 30 < th dose independent rect. 8 10
491 111.21 radiation 40.0 30 < th dose independent rect. 5 18
502 111.22 temperature 25.0 30 > th dose dependent rect. 19 21
518 111.29 temperature 25.0 270 > th dose independent rect. 4 10
533 111.31 temperature 10.0 30 > th dose dependent rect. 21 23
548 111.35 radiation 20.0 30 < th dose independent rect. 5 18
577 111.40 temperature 30.0 10 < th dose independent rect. 5 9
585 111.41 humidity 70.0 10 > th dose independent rect. 5 9
601 111.43 humidity 80.0 30 > th dose independent rect. 5 7
635 111.49 temperature 30.0 10 < th dose independent rect. 5 7
674 111.56 temperature 25.0 270 > th dose independent rect. 7 4
679 111.56 temperature 15.0 30 > th dose dependent rect. 8 16
683 111.57 temperature 25.0 270 > th dose dependent rect. 10 1
687 111.57 temperature 25.0 10 > th dose dependent rect. 8 16
698 111.59 temperature 15.0 30 > th dose independent rect. 23 6
740 111.66 temperature 15.0 30 > th dose independent rect. 21 8
753 111.68 temperature 30.0 10 < th dose independent rect. 5 12
764 111.69 wind 9.0 30 < th dose dependent rect. 8 21
767 111.70 wind 7.0 30 < th dose independent rect. 8 21
815 111.76 temperature 15.0 30 > th dose dependent rect. 8 14
839 111.82 temperature 30.0 10 < th dose independent rect. 5 14
846 111.82 temperature 25.0 30 > th dose dependent rect. 19 23
849 111.83 temperature 30.0 10 < th dose independent rect. 11 23
865 111.86 temperature 10.0 30 > th dose dependent rect. 21 8
914 111.96 radiation 1.0 30 < th dose dependent rect. 21 9
958 112.04 radiation 40.0 30 < th dose dependent rect. 5 16
973 112.07 precipitation 0.1 30 < th dose independent rect. 21 8
975 112.07 precipitation 0.1 30 < th dose dependent rect. 21 8
984 112.09 radiation 1.0 10 < th dose independent rect. 23 7
988 112.09 radiation 1.0 30 < th dose dependent rect. 23 7