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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.

Os12g0517100

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

Description : Cyclin-like F-box domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.1 (0.0403) R2 : 0.715
β1 : 1.88 (0.15) R2dD : 0.105 R2D : 0.113
β2 : 2.07 (0.119) R2dC : 0.248 R2C : 0.41
β3 : 2.13 (0.164) R2dE : 0.143 R2E : 0.363
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.506 (0.0875) R2dN8 : 0.0292 R2N8 : 0.0147
σ : 0.752
deviance : 260.89
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_____
C
peak time of C : 19.1
E
wheather : temperature
threshold : 24.23
memory length : 225
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
258.2 0.755 5.12 1.72 2.07 2.23 1.04 -1.3 0.456 19.2 24.26 216 -- --
258.8 0.749 5.1 1.89 2.09 2.12 0.913 -- 0.501 19.2 24.16 207 -- --
260.78 0.752 5.11 1.8 2.07 2.18 -- -0.604 0.475 19.1 24.27 224 -- --
260.89 0.752 5.1 1.88 2.07 2.13 -- -- 0.506 19.1 24.23 225 -- --
394.36 0.925 5.07 1.6 -- 3.61 -- 0.346 0.391 -- 24.5 391 -- --
331.42 0.853 5.07 2.27 2.9 -- 1.52 -- 0.733 18.4 -- -- -- --
337.08 0.86 5.06 2.26 2.91 -- -- -- 0.739 18.3 -- -- -- --
393.1 0.923 5.08 1.58 -- 3.62 -- -- 0.357 -- 24.5 393 -- --
347.96 0.869 5.17 -- 1.94 2.62 -- -- 0.19 19.4 23.5 216 -- --
775.36 1.3 5.01 2.18 -- -- -- -- 0.676 -- -- -- -- --
471.21 1.02 5.12 -- 2.87 -- -- -- 0.488 18.4 -- -- -- --
456.46 0.995 5.13 -- -- 3.86 -- -- 0.137 -- 24.34 399 -- --
900.56 1.4 5.06 -- -- -- -- -- 0.435 -- -- -- -- --

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
1 254.62 temperature 30 720 < th dose dependent rect. 9 4
2 255.53 temperature 30 270 < th dose dependent rect. 9 11
3 255.65 temperature 30 720 < th dose dependent rect. 8 6
4 255.81 temperature 10 720 > th dose dependent rect. 7 8
5 255.91 temperature 20 270 > th dose dependent rect. 8 15
18 257.99 temperature 25 270 > th dose dependent rect. 17 23
26 258.68 temperature 25 90 > th dose dependent rect. 8 20
84 259.70 temperature 20 30 > th dose dependent sin 20 NA
92 259.74 temperature 30 270 < th dose dependent sin 22 NA
95 259.78 temperature 25 270 > th dose dependent no NA NA
139 260.67 temperature 10 30 > th dose dependent sin 20 NA
388 264.15 temperature 25 720 > th dose dependent sin 3 NA
404 264.33 temperature 30 10 < th dose dependent rect. 10 12
775 268.39 temperature 25 90 < th dose independent rect. 10 13
887 269.44 temperature 30 10 < th dose dependent rect. 8 14