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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.

Os02g0624400

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

Description : Glycosyl transferase, family 8 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.89 (0.0438) R2 : 0.172
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.682 (0.108) R2dC : 0.0736 R2C : 0.0544
β3 : 0.935 (0.129) R2dE : 0.103 R2E : 0.0947
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.137 (0.0941) R2dN8 : 0.0053 R2N8 : 0.0131
σ : 0.816
deviance : 306.8
__
_____
C
peak time of C : 9.3
E
wheather : temperature
threshold : 29.88
memory length : 4906
response mode : > th
dose dependency : dose independent
G
type of G : no
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 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
293.12 0.804 4.86 -0.201 0.683 0.788 -0.763 2.2 -0.182 9.05 29.76 4868 -- --
293.76 0.798 4.9 -0.64 0.682 1.04 -0.805 -- -0.191 9.05 29.88 4870 -- --
295.03 0.8 4.86 -0.214 0.684 0.789 -- 2.29 -0.185 9.26 29.8 4904 -- --
295.73 0.801 4.9 -0.666 0.687 1.06 -- -- -0.192 9.21 29.9 4866 -- --
320.8 0.834 4.87 -0.192 -- 0.743 -- 2.51 -0.17 -- 29.8 4453 -- --
335.68 0.859 4.94 -0.346 0.604 -- -0.948 -- -0.342 8.84 -- -- -- --
338.58 0.862 4.94 -0.375 0.604 -- -- -- -0.341 9.14 -- -- -- --
321.31 0.835 4.91 -0.635 -- 1.04 -- -- -0.15 -- 30.34 4363 -- --
306.8 0.816 4.89 -- 0.682 0.935 -- -- -0.137 9.3 29.88 4906 -- --
359.67 0.886 4.95 -0.377 -- -- -- -- -0.338 -- -- -- -- --
342.29 0.865 4.93 -- 0.604 -- -- -- -0.299 9.18 -- -- -- --
331.53 0.848 4.9 -- -- 0.92 -- -- -0.102 -- 30.34 4426 -- --
363.42 0.89 4.94 -- -- -- -- -- -0.296 -- -- -- -- --

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
1 272.65 humidity 50 14400 > th dose dependent rect. 18 1
2 272.92 humidity 90 14400 < th dose dependent rect. 18 1
6 273.56 humidity 80 14400 > th dose independent rect. 7 4
7 274.09 humidity 70 14400 > th dose dependent rect. 8 2
9 274.17 wind 3 14400 < th dose dependent rect. 2 3
11 274.17 humidity 50 14400 > th dose dependent rect. 17 4
12 274.28 humidity 60 14400 > th dose dependent rect. 6 7
15 274.37 humidity 60 14400 > th dose dependent rect. 7 15
17 274.39 humidity 80 14400 < th dose independent rect. 8 3
37 274.57 humidity 70 14400 > th dose independent rect. 13 20
66 274.86 humidity 70 14400 > th dose independent rect. 20 22
77 274.93 humidity 90 14400 < th dose dependent rect. 6 15
93 274.99 humidity 70 14400 > th dose independent rect. 5 13
95 274.99 humidity 70 14400 > th dose independent rect. 23 19
100 275.00 humidity 70 14400 > th dose independent rect. 7 11
128 275.14 humidity 50 14400 > th dose dependent sin 22 NA
147 275.23 humidity 70 14400 > th dose independent rect. 14 5
194 275.44 humidity 50 14400 > th dose dependent rect. 12 1
226 275.51 humidity 90 14400 < th dose dependent sin 22 NA
326 275.83 humidity 70 14400 > th dose independent rect. 13 11
334 275.84 humidity 70 14400 > th dose independent rect. 13 9
339 275.85 humidity 70 14400 > th dose independent sin 21 NA
557 276.49 humidity 70 14400 > th dose independent rect. 7 15
565 276.49 humidity 70 14400 > th dose independent rect. 4 20
577 276.50 humidity 70 14400 > th dose independent no NA NA
597 276.50 humidity 70 14400 > th dose independent rect. 1 22
740 276.82 humidity 70 14400 < th dose independent rect. 12 6
755 276.86 humidity 80 14400 < th dose dependent rect. 12 3
774 276.91 humidity 80 14400 < th dose dependent rect. 13 1
779 276.91 humidity 50 14400 > th dose dependent rect. 16 22
791 276.95 humidity 80 14400 < th dose independent rect. 17 4
825 277.03 humidity 80 14400 > th dose independent rect. 17 4
835 277.07 humidity 70 14400 < th dose independent rect. 13 20
864 277.14 humidity 80 14400 < th dose independent rect. 18 2
872 277.16 humidity 50 14400 > th dose dependent no NA NA
902 277.25 humidity 50 14400 > th dose dependent rect. 20 23
949 277.39 humidity 50 14400 > th dose dependent rect. 12 23
971 277.48 wind 3 14400 < th dose dependent rect. 4 1
979 277.51 humidity 80 14400 > th dose dependent rect. 20 1
997 277.56 wind 1 43200 > th dose independent rect. 24 13