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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.

Os10g0416200

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

Description : Similar to Beta-ketoacyl-CoA synthase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.47 (0.0488) R2 : 0.197
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.703 (0.117) R2dC : 0.0625 R2C : 0.0609
β3 : 1.18 (0.145) R2dE : 0.125 R2E : 0.0883
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.469 (0.106) R2dN8 : 0.0476 R2N8 : -0.00109
σ : 0.909
deviance : 380.63
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_____
C
peak time of C : 1.76
E
wheather : temperature
threshold : 21.91
memory length : 1531
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
376.52 0.912 3.44 0.0125 0.699 1.78 -0.464 1.86 -0.445 1.61 8.989 1533 -- --
379.55 0.907 3.5 -0.364 0.741 1.76 -0.44 -- -0.517 1.68 15.68 1562 -- --
377.35 0.905 3.44 0.0238 0.708 1.78 -- 1.85 -0.442 1.69 9.804 1553 -- --
379.11 0.907 3.5 -0.298 0.737 1.34 -- -- -0.523 1.9 20.21 1585 -- --
398.32 0.93 3.43 -0.0647 -- 1.69 -- 1.49 -0.467 -- 16.7 2486 -- --
434.11 0.977 3.42 0.177 0.748 -- -0.362 -- -0.222 1.66 -- -- -- --
434.63 0.976 3.42 0.188 0.749 -- -- -- -0.22 1.7 -- -- -- --
397.86 0.929 3.46 -0.279 -- 1.41 -- -- -0.444 -- 23.4 2541 -- --
380.63 0.909 3.47 -- 0.703 1.18 -- -- -0.469 1.76 21.91 1531 -- --
468.77 1.01 3.41 0.219 -- -- -- -- -0.203 -- -- -- -- --
435.56 0.976 3.42 -- 0.752 -- -- -- -0.241 1.7 -- -- -- --
399.76 0.931 3.45 -- -- 1.34 -- -- -0.393 -- 23.56 2526 -- --
470.03 1.01 3.42 -- -- -- -- -- -0.228 -- -- -- -- --

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
1 374.48 temperature 10 720 > th dose dependent rect. 12 13
2 374.85 temperature 10 720 > th dose dependent rect. 13 11
3 375.61 temperature 10 1440 > th dose dependent rect. 2 17
32 375.90 temperature 10 1440 > th dose dependent sin 1 NA
46 375.97 temperature 10 1440 > th dose dependent rect. 10 9
47 375.97 temperature 10 1440 > th dose dependent rect. 5 14
55 376.00 temperature 30 1440 < th dose dependent rect. 6 13
78 376.07 temperature 10 720 > th dose dependent rect. 12 17
102 376.17 temperature 10 1440 > th dose dependent rect. 8 19
155 376.30 temperature 30 1440 < th dose dependent sin 22 NA
157 376.30 temperature 30 1440 < th dose dependent rect. 2 17
312 376.60 temperature 10 1440 > th dose dependent rect. 10 5
417 376.74 temperature 30 1440 < th dose dependent rect. 15 4
494 376.85 temperature 30 1440 < th dose dependent rect. 6 19
529 376.89 temperature 10 1440 > th dose dependent no NA NA
559 376.93 temperature 30 720 < th dose dependent rect. 15 6
658 377.09 temperature 10 1440 > th dose dependent rect. 12 23
710 377.17 temperature 30 1440 < th dose dependent rect. 13 7
981 377.86 temperature 30 1440 < th dose dependent no NA NA