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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.

Os07g0651500

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

Description : Protein of unknown function DUF889, eukaryote family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.48 (--) R2 : 0.021
β1 : -0.0182 (--) R2dD : -0.000187 R2D : -0.00413
β2 : 0.123 (--) R2dC : 0.00445 R2C : -5.59e-05
β3 : 0.786 (--) R2dE : -- R2E : --
β4 : 0.305 (--) R2dD*C : 0.00103 R2D*C : -0.00229
β5 : 3.23 (--) R2dD*E : -- R2D*E : --
γ1 : -0.175 (--) R2dN8 : 0.0204 R2N8 : 0.0156
σ : 0.58
deviance : 152.38
__
_____
C
peak time of C : 6.39
E
wheather : atmosphere
threshold : 5
memory length : 1
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 = atmosphere, 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
152.38 0.58 3.48 -0.0182 0.123 0.786 0.305 3.23 -0.175 6.39 5 1 -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
160.44 0.594 3.48 0.0355 0.0652 -- 0.609 -- -0.174 3.57 -- -- -- --
161.08 0.594 3.48 0.0257 0.12 -- -- -- -0.178 6.9 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
161.84 0.594 3.48 0.0282 -- -- -- -- -0.176 -- -- -- -- --
161.1 0.594 3.48 -- 0.12 -- -- -- -0.181 6.89 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
161.86 0.594 3.48 -- -- -- -- -- -0.179 -- -- -- -- --

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
1 150.18 atmosphere 1015 720 < th dose independent rect. 16 7
2 150.22 temperature 25 10 > th dose dependent rect. 15 1
4 150.28 atmosphere 1015 720 < th dose independent rect. 10 18
6 150.54 atmosphere 1005 90 < th dose independent rect. 14 1
9 150.78 atmosphere 1015 90 < th dose independent rect. 9 23
11 150.80 atmosphere 1015 720 < th dose independent rect. 16 16
12 150.83 atmosphere 1015 720 < th dose independent rect. 6 16
13 150.87 atmosphere 1015 720 < th dose independent rect. 20 8
14 150.94 wind 7 14400 > th dose dependent rect. 8 2
18 151.06 atmosphere 1015 720 < th dose independent rect. 20 16
19 151.16 atmosphere 1015 10 < th dose independent rect. 11 23
20 151.17 atmosphere 1015 90 < th dose independent rect. 1 23
23 151.34 atmosphere 1015 720 < th dose independent rect. 24 23
24 151.42 atmosphere 1015 270 < th dose independent rect. 7 23
25 151.46 wind 7 14400 > th dose independent rect. 8 2
26 151.46 wind 7 14400 < th dose independent rect. 7 3
34 151.71 atmosphere 1015 720 < th dose independent rect. 16 23
36 151.76 atmosphere 1015 720 < th dose independent rect. 10 23
37 151.82 atmosphere 1015 720 < th dose independent rect. 10 15
41 151.95 atmosphere 1015 10 < th dose independent sin 13 NA
45 151.95 atmosphere 1015 10 < th dose independent sin 1 NA
48 151.95 atmosphere 1015 270 < th dose independent sin 3 NA
67 152.00 atmosphere 1015 10 < th dose independent sin 23 NA
85 152.05 atmosphere 1015 10 < th dose independent rect. 21 23
105 152.15 atmosphere 1005 10 < th dose independent rect. 14 2
108 152.17 atmosphere 1015 720 < th dose independent sin 21 NA
117 152.20 humidity 50 1440 < th dose independent rect. 9 1
151 152.20 humidity 50 1440 < th dose dependent rect. 9 1
208 152.24 atmosphere 1015 720 < th dose independent rect. 5 23
240 152.37 atmosphere 1015 720 > th dose independent rect. 20 3
275 152.37 atmosphere 1015 720 > th dose dependent rect. 22 1
296 152.38 atmosphere 1015 10 > th dose independent sin 7 NA
392 152.38 atmosphere 1015 10 > th dose independent no NA NA
399 152.38 atmosphere 1015 10 < th dose independent no NA NA
403 152.38 atmosphere 1015 270 > th dose independent rect. 20 1
409 152.38 atmosphere 1015 10 > th dose independent rect. 23 1