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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.

Os02g0683800

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 : 6.71 (0.0538) R2 : 0.726
β1 : -5.99 (0.207) R2dD : 0.604 R2D : 0.178
β2 : 2.04 (0.125) R2dC : 0.165 R2C : 0.117
β3 : -2.99 (0.17) R2dE : 0.238 R2E : -0.146
β4 : -3.32 (0.479) R2dD*C : 0.029 R2D*C : -0.0572
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.85 (0.122) R2dN8 : 0.217 R2N8 : -0.0863
σ : 0.984
deviance : 446.56
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_____
C
peak time of C : 23.2
E
wheather : temperature
threshold : 20.3
memory length : 1352
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 3.4
open length of G : 6.1

__

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 = rect.)

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
448.76 0.995 6.72 -6.2 2.08 -2.85 -3.27 0.95 -1.87 23.1 20.11 1355 3.18 6.02
446.56 0.984 6.71 -5.99 2.04 -2.99 -3.32 -- -1.85 23.2 20.3 1352 3.4 6.1
490.07 1.03 6.72 -6.06 2.09 -2.92 -- 0.823 -1.86 22.8 20.38 1338 3.23 6.27
491.22 1.03 6.68 -5.83 2.1 -3.02 -- -- -1.8 22.8 20.36 1338 3.3 6.4
663.28 1.2 6.64 -5.76 -- -4.02 -- 1.73 -1.68 -- 20.32 750 3.17 6.55
745.59 1.28 6.5 -4.7 2.13 -- -3.13 -- -0.993 23.5 -- -- -- --
786.33 1.31 6.5 -4.56 2.15 -- -- -- -0.977 23.2 -- -- -- --
670.46 1.21 6.6 -5.6 -- -4.69 -- -- -1.62 -- 20.8 721 4.4 6.5
1239.68 1.64 6.22 -- 2.05 -1.4 -- -- -0.438 23.1 18 1215 3.1 3.33
1076.37 1.53 6.44 -4.51 -- -- -- -- -0.958 -- -- -- -- --
1335.05 1.71 6.38 -- 2.11 -- -- -- -0.469 23 -- -- -- --
1410.29 1.75 6.43 -- -- -2.12 -- -- -0.978 -- 21.77 688 3.68 4
1613.12 1.87 6.33 -- -- -- -- -- -0.457 -- -- -- -- --

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
1 458.95 temperature 20 1440 < th dose independent rect. 3 6
2 459.97 temperature 20 1440 > th dose independent rect. 3 6
7 463.51 temperature 20 1440 < th dose independent rect. 5 2
13 466.22 temperature 20 1440 > th dose independent rect. 5 2
21 468.67 temperature 30 1440 < th dose dependent rect. 5 1
32 469.77 temperature 15 1440 > th dose dependent rect. 5 1
52 474.75 temperature 20 1440 < th dose independent rect. 22 12
59 475.32 temperature 20 1440 < th dose independent sin 7 NA
65 475.75 temperature 20 1440 > th dose independent sin 7 NA
111 477.99 temperature 25 1440 < th dose dependent rect. 23 9
241 482.03 temperature 25 1440 < th dose dependent sin 8 NA
460 487.25 temperature 25 1440 < th dose dependent rect. 23 2
537 489.02 temperature 20 1440 > th dose independent rect. 3 1
789 494.34 temperature 20 1440 < th dose independent rect. 3 1
894 496.30 temperature 25 1440 < th dose dependent no NA NA
972 497.61 temperature 25 1440 < th dose dependent rect. 2 23