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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.

Os05g0400400

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

Description : Similar to Ubiquinol-cytochrome c reductase complex 8.0 kDa protein (EC 1.10.2.2).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.4 (0.0255) R2 : 0.282
β1 : 0.197 (0.127) R2dD : 0.0119 R2D : -0.0784
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.53 (0.168) R2dE : 0.531 R2E : -0.471
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 15.2 (1.46) R2dD*E : 0.803 R2D*E : -0.248
γ1 : -0.17 (0.0508) R2dN8 : 0.0262 R2N8 : -0.0348
σ : 0.444
deviance : 89.71
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 30.6
memory length : 18
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
79.89 0.42 12.4 0.252 0.436 -1.5 -0.0247 15.6 -0.172 7.52 30.6 19 -- --
99.82 0.469 12.5 -0.752 0.431 0.411 -0.00558 -- -0.154 7.18 32.1 2 -- --
79.89 0.416 12.4 0.251 0.436 -1.5 -- 15.6 -0.172 7.52 30.6 18 -- --
99.36 0.464 12.5 -0.756 0.451 0.44 -- -- -0.15 7.14 32 65 -- --
89.71 0.444 12.4 0.197 -- -1.53 -- 15.2 -0.17 -- 30.6 18 -- --
102.25 0.474 12.5 -0.726 0.403 -- -0.0291 -- -0.169 7.55 -- -- -- --
102.25 0.474 12.5 -0.727 0.402 -- -- -- -0.169 7.56 -- -- -- --
109.47 0.489 12.5 -0.738 -- 0.31 -- -- -0.151 -- 32 65 -- --
114.37 0.498 12.5 -- 0.43 0.342 -- -- -0.0683 7.33 32.07 61 -- --
110.93 0.492 12.5 -0.721 -- -- -- -- -0.163 -- -- -- -- --
116.16 0.504 12.5 -- 0.397 -- -- -- -0.088 7.68 -- -- -- --
123.77 0.52 12.5 -- -- 0.238 -- -- -0.0722 -- 32 65 -- --
124.63 0.521 12.5 -- -- -- -- -- -0.0828 -- -- -- -- --

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 82.72 temperature 30 10 > th dose dependent rect. 9 3
19 82.91 temperature 30 90 > th dose independent rect. 11 1
20 83.27 temperature 30 10 > th dose independent rect. 18 18
21 83.31 temperature 30 10 > th dose independent rect. 9 3
36 83.37 temperature 30 10 > th dose dependent rect. 16 20
69 83.47 temperature 30 10 > th dose dependent sin 7 NA
75 83.64 temperature 30 10 > th dose independent rect. 16 20
84 83.91 temperature 30 10 > th dose independent rect. 14 22
171 85.58 temperature 30 30 > th dose independent sin 7 NA
205 86.66 temperature 30 10 > th dose dependent rect. 14 23
403 88.89 temperature 30 10 > th dose dependent no NA NA
509 88.92 temperature 30 10 > th dose dependent rect. 11 23
640 90.01 temperature 30 30 < th dose independent sin 5 NA
647 90.18 temperature 30 1440 < th dose independent rect. 11 1
782 90.50 temperature 30 30 > th dose independent rect. 9 9
811 90.62 temperature 30 30 > th dose independent no NA NA
912 90.62 temperature 30 30 > th dose independent rect. 11 23