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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.

Os06g0178700

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

Description : Similar to Iron/ascorbate-dependent oxidoreductase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.94 (0.0492) R2 : 0.377
β1 : -1.6 (0.186) R2dD : 0.114 R2D : -0.0117
β2 : 0.689 (0.121) R2dC : 0.047 R2C : -0.02
β3 : 2.64 (0.166) R2dE : 0.429 R2E : 0.199
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.449 (0.11) R2dN8 : 0.0345 R2N8 : -0.0507
σ : 0.908
deviance : 380.24
__
_____
C
peak time of C : 13.9
E
wheather : temperature
threshold : 20.98
memory length : 1197
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
363.47 0.896 5.14 -3.49 0.673 3.13 -0.746 -7.52 -0.761 14.7 24.28 1284 -- --
380.27 0.908 4.94 -1.58 0.647 2.56 -0.434 -- -0.441 14.8 21.11 1262 -- --
365.08 0.89 5.13 -3.47 0.681 3.14 -- -7.34 -0.749 14.2 24.28 1274 -- --
380.24 0.908 4.94 -1.6 0.689 2.64 -- -- -0.449 13.9 20.98 1197 -- --
383.27 0.912 5.13 -3.54 -- 2.81 -- -7.17 -0.713 -- 24.75 1460 -- --
584.41 1.13 4.81 -0.716 0.254 -- -1.53 -- 0.136 17.1 -- -- -- --
589.34 1.14 4.81 -0.715 0.27 -- -- -- 0.13 15.2 -- -- -- --
396.22 0.927 4.95 -1.64 -- 2.49 -- -- -0.462 -- 20.79 1602 -- --
439.15 0.976 4.88 -- 0.662 2.17 -- -- -0.165 14 22.17 1197 -- --
593.48 1.14 4.81 -0.726 -- -- -- -- 0.123 -- -- -- -- --
602.8 1.15 4.8 -- 0.284 -- -- -- 0.209 15.2 -- -- -- --
457.79 0.997 4.88 -- -- 1.93 -- -- -0.172 -- 21.9 1501 -- --
607.39 1.15 4.8 -- -- -- -- -- 0.203 -- -- -- -- --

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
1 366.52 temperature 20 720 > th dose dependent rect. 16 17
4 369.64 temperature 25 1440 > th dose dependent rect. 5 18
10 369.72 temperature 25 1440 > th dose dependent rect. 11 23
36 370.18 temperature 25 1440 > th dose dependent rect. 14 23
54 370.38 temperature 25 1440 > th dose dependent rect. 21 22
78 370.61 temperature 25 1440 > th dose dependent no NA NA
86 370.68 temperature 25 1440 > th dose dependent sin 21 NA
109 371.07 temperature 25 1440 > th dose dependent rect. 8 23
182 372.48 temperature 20 1440 > th dose dependent rect. 17 2
209 373.37 temperature 20 1440 > th dose dependent rect. 16 4
219 373.60 temperature 20 1440 > th dose dependent rect. 15 7
263 375.16 temperature 10 720 > th dose dependent rect. 16 17
363 376.82 temperature 10 1440 > th dose dependent rect. 17 2
573 379.57 temperature 25 1440 > th dose dependent rect. 11 3
661 381.49 temperature 25 1440 > th dose dependent rect. 12 1