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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.

Os06g0261300

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.43 (0.0399) R2 : 0.681
β1 : 1.09 (0.148) R2dD : 0.0434 R2D : -0.0658
β2 : 1.07 (0.0922) R2dC : 0.0945 R2C : 0.00198
β3 : -1.08 (0.124) R2dE : 0.0748 R2E : 0.16
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.78 (0.095) R2dN8 : 0.441 R2N8 : 0.439
σ : 0.718
deviance : 237.58
__
_____
C
peak time of C : 22.5
E
wheather : temperature
threshold : 24.32
memory length : 1654
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
235.34 0.721 5.42 1.07 1.07 -1.04 -0.756 -0.0374 1.8 22.5 24.26 1646 -- --
235.24 0.714 5.43 1.06 1.06 -1.08 -0.762 -- 1.77 22.6 24.33 1654 -- --
237.58 0.718 5.43 1.07 1.07 -1.08 -- 0.0571 1.77 22.5 24.39 1654 -- --
237.58 0.718 5.43 1.09 1.07 -1.08 -- -- 1.78 22.5 24.32 1654 -- --
286.79 0.789 5.4 0.996 -- -1.49 -- 0.101 1.79 -- 25 2187 -- --
274.83 0.777 5.33 1.47 1.09 -- -0.783 -- 2.19 22.5 -- -- -- --
277.3 0.78 5.33 1.5 1.1 -- -- -- 2.2 22.4 -- -- -- --
272.21 0.768 5.42 1.16 -- -1.35 -- -- 1.72 -- 25.6 821 -- --
258.84 0.749 5.42 -- 1.05 -1.37 -- -- 1.71 22.4 21.6 4637 -- --
350.65 0.875 5.3 1.52 -- -- -- -- 2.2 -- -- -- -- --
336.84 0.859 5.37 -- 1.1 -- -- -- 2.03 22.5 -- -- -- --
302.88 0.811 5.45 -- -- -1.58 -- -- 1.54 -- 25.7 826 -- --
411.67 0.947 5.34 -- -- -- -- -- 2.03 -- -- -- -- --

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
1 235.19 temperature 20 270 > th dose dependent rect. 14 22
3 235.74 temperature 25 1440 < th dose dependent rect. 21 2
6 235.98 temperature 10 720 > th dose dependent rect. 6 21
7 236.12 temperature 25 1440 < th dose dependent rect. 16 13
8 236.14 temperature 25 1440 < th dose dependent rect. 16 9
14 236.20 temperature 25 1440 < th dose dependent rect. 16 11
18 236.23 temperature 25 1440 < th dose dependent sin 14 NA
31 236.31 temperature 30 270 < th dose dependent rect. 10 21
60 236.49 temperature 10 720 > th dose dependent rect. 13 23
78 236.62 temperature 30 30 < th dose dependent rect. 19 23
94 236.77 temperature 20 1440 > th dose dependent rect. 4 1
114 236.92 temperature 20 1440 > th dose dependent rect. 2 5
117 236.93 temperature 20 30 > th dose dependent rect. 6 23
130 237.00 temperature 20 1440 > th dose dependent rect. 2 3
145 237.10 temperature 25 1440 < th dose independent rect. 11 14
148 237.12 temperature 20 1440 > th dose dependent rect. 21 10
170 237.22 temperature 25 1440 < th dose independent rect. 12 11
187 237.29 temperature 20 1440 > th dose dependent rect. 17 13
203 237.32 temperature 10 720 > th dose dependent rect. 22 22
248 237.48 temperature 20 1440 > th dose dependent sin 12 NA
258 237.49 temperature 20 30 > th dose dependent rect. 13 23
267 237.52 temperature 25 1440 < th dose independent sin 18 NA
320 237.68 temperature 10 720 > th dose dependent rect. 15 19
329 237.71 temperature 25 1440 < th dose dependent rect. 2 23
357 237.77 temperature 25 1440 < th dose dependent no NA NA
374 237.81 temperature 25 1440 < th dose dependent rect. 6 23
385 237.85 temperature 25 1440 > th dose independent rect. 11 14
393 237.85 temperature 25 1440 < th dose dependent rect. 4 23
399 237.87 temperature 25 1440 < th dose dependent rect. 19 23
400 237.88 temperature 25 1440 > th dose independent rect. 11 12
463 237.99 temperature 20 720 > th dose dependent rect. 22 22
552 238.16 temperature 30 30 < th dose dependent rect. 1 23
570 238.20 temperature 25 1440 < th dose dependent rect. 4 1
600 238.25 temperature 25 1440 < th dose dependent rect. 2 3
636 238.30 temperature 25 1440 < th dose dependent rect. 2 5
789 238.56 temperature 20 1440 > th dose dependent rect. 22 1
801 238.57 temperature 30 30 < th dose dependent rect. 3 23
819 238.63 temperature 25 1440 > th dose independent sin 18 NA
875 238.71 temperature 30 30 < th dose dependent no NA NA
915 238.77 temperature 20 720 > th dose dependent no NA NA
924 238.77 temperature 20 720 > th dose dependent rect. 11 23
999 238.88 temperature 20 720 > th dose dependent rect. 15 3