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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.

Os02g0102000

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

Description : Glutaredoxin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.53 (0.0454) R2 : 0.509
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.5 (0.197) R2dE : 0.199 R2E : 0.284
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.2 (0.101) R2dN8 : 0.226 R2N8 : 0.31
σ : 0.839
deviance : 324.4
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 25.6
memory length : 587
response mode : < th
dose dependency : dose dependent
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 dependent, 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
308.22 0.825 5.49 0.629 0.277 2.59 1.68 -0.729 -1.11 5.67 25 659 -- --
308.85 0.819 5.5 0.513 0.254 2.68 1.62 -- -1.13 5.43 25 650 -- --
310.77 0.821 5.52 0.471 0.47 2.7 -- 0.163 -1.23 8.44 23.5 615 -- --
310.63 0.821 5.52 0.475 0.456 2.68 -- -- -1.22 8.85 23.65 575 -- --
317.89 0.83 5.51 0.557 -- 2.69 -- -0.184 -1.1 -- 25.56 601 -- --
407.5 0.946 5.62 -0.219 0.725 -- 0.0114 -- -1.69 8.84 -- -- -- --
407.51 0.945 5.62 -0.218 0.725 -- -- -- -1.69 8.85 -- -- -- --
317.95 0.83 5.51 0.526 -- 2.71 -- -- -1.1 -- 25.46 602 -- --
315.89 0.828 5.54 -- 0.482 2.46 -- -- -1.3 8.86 23.73 560 -- --
437.44 0.977 5.64 -0.218 -- -- -- -- -1.69 -- -- -- -- --
408.76 0.946 5.62 -- 0.724 -- -- -- -1.67 8.87 -- -- -- --
324.4 0.839 5.53 -- -- 2.5 -- -- -1.2 -- 25.6 587 -- --
438.69 0.978 5.64 -- -- -- -- -- -1.66 -- -- -- -- --

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
1 307.69 temperature 25 720 < th dose dependent rect. 24 23
2 307.74 temperature 25 720 < th dose dependent rect. 17 22
8 308.19 temperature 25 720 < th dose dependent rect. 14 22
18 308.39 temperature 25 720 < th dose dependent rect. 21 23
30 308.84 temperature 25 720 < th dose dependent no NA NA
31 308.89 temperature 25 720 < th dose dependent rect. 11 23
44 309.27 temperature 25 720 < th dose dependent rect. 8 23
104 313.18 temperature 25 720 < th dose dependent sin 11 NA
138 315.80 temperature 25 1440 < th dose dependent rect. 21 1
170 318.18 temperature 20 720 > th dose independent rect. 2 21
173 318.39 temperature 25 1440 < th dose dependent rect. 17 10
215 319.26 temperature 20 720 > th dose independent rect. 11 20
265 319.96 temperature 15 720 > th dose dependent rect. 19 12
311 320.56 temperature 30 1440 < th dose dependent rect. 1 1
340 320.96 temperature 10 1440 > th dose dependent rect. 1 1
456 322.06 temperature 10 720 > th dose dependent sin 11 NA
501 322.31 temperature 10 1440 > th dose dependent rect. 21 8
633 323.07 temperature 15 270 > th dose dependent rect. 17 23
865 324.84 temperature 10 720 > th dose dependent rect. 19 18
995 325.78 temperature 10 720 > th dose dependent rect. 12 19