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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.

Os04g0386900

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

Description : Transcriptional factor B3 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.75 (0.0391) R2 : 0.69
β1 : -2.49 (0.143) R2dD : 0.228 R2D : 0.141
β2 : 3.43 (0.123) R2dC : 0.868 R2C : 0.141
β3 : -3.9 (0.212) R2dE : 0.404 R2E : -0.405
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.228 (0.0849) R2dN8 : 0.00705 R2N8 : -0.0297
σ : 0.719
deviance : 238.06
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_____
C
peak time of C : 20.9
E
wheather : temperature
threshold : 29.73
memory length : 99
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 9.23
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 = sin)

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
221.57 0.699 4.79 -2.94 3.67 -4.24 -3.72 3.07 -0.299 21.1 30.66 89 8.83 --
226.95 0.702 4.75 -2.65 3.48 -3.94 -1.99 -- -0.211 20.9 30.25 117 9.41 --
235.54 0.715 4.74 -2.43 3.43 -3.96 -- -1.14 -0.213 20.9 29.74 101 9.35 --
238.06 0.719 4.75 -2.49 3.43 -3.9 -- -- -0.228 20.9 29.73 99 9.23 --
304.53 0.813 4.69 -2.39 -- -3.85 -- -0.887 -0.222 -- 46.69 973 7.62 --
350.35 0.878 4.62 -2.05 2.33 -- -1.74 -- 0.202 19.1 -- -- -- --
358.26 0.886 4.62 -2.02 2.33 -- -- -- 0.198 19.2 -- -- -- --
293.26 0.798 4.63 -2.58 -- -3.87 -- -- -0.14 -- 51.39 1040 8.1 --
397.24 0.928 4.66 -- 3.47 -3.4 -- -- 0.169 21 32.34 47 7.98 --
644.5 1.19 4.57 -2.06 -- -- -- -- 0.157 -- -- -- -- --
465.96 1.01 4.57 -- 2.35 -- -- -- 0.423 19.1 -- -- -- --
449.21 0.987 4.55 -- -- -3.03 -- -- 0.29 -- 79.61 1046 7.94 --
756.91 1.28 4.52 -- -- -- -- -- 0.386 -- -- -- -- --

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
1 222.23 temperature 30 90 < th dose dependent sin 15 NA
2 222.58 temperature 10 90 > th dose dependent sin 15 NA
3 222.70 temperature 15 270 > th dose dependent rect. 12 14
16 225.82 temperature 30 270 < th dose dependent sin 17 NA
57 232.62 temperature 30 270 < th dose dependent rect. 13 10
124 239.79 temperature 25 10 < th dose dependent rect. 14 12
142 240.96 temperature 20 720 > th dose dependent rect. 7 17
179 242.78 temperature 20 720 > th dose dependent sin 21 NA
218 244.05 temperature 20 270 > th dose dependent rect. 11 21
244 244.88 temperature 20 10 > th dose dependent rect. 14 15
265 245.31 temperature 15 720 > th dose dependent rect. 12 7
297 246.06 temperature 30 720 < th dose dependent rect. 8 14
323 246.85 temperature 30 720 < th dose dependent sin 21 NA
648 252.46 temperature 20 720 > th dose dependent rect. 20 23
687 252.89 temperature 20 720 > th dose dependent no NA NA
855 255.07 temperature 25 720 < th dose independent rect. 4 18
894 255.63 temperature 25 720 > th dose independent rect. 6 16
932 256.07 temperature 25 720 > th dose independent sin 22 NA
968 256.50 temperature 25 720 > th dose independent rect. 6 14
997 256.88 temperature 20 720 > th dose dependent rect. 16 23