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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.

Os10g0463400

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.99 (0.0526) R2 : 0.864
β1 : 2.26 (0.198) R2dD : 0.0417 R2D : 0.0165
β2 : 3.08 (0.136) R2dC : 0.149 R2C : 0.147
β3 : 5.67 (0.167) R2dE : 0.373 R2E : 0.474
β4 : 4.6 (0.619) R2dD*C : 0.0164 R2D*C : -0.032
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 2.43 (0.114) R2dN8 : 0.192 R2N8 : 0.187
σ : 0.979
deviance : 441.74
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_____
C
peak time of C : 5.12
E
wheather : temperature
threshold : 23.75
memory length : 1089
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 15.9
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 = sin)

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
437.08 0.982 6.1 1.39 3.08 5.96 4.66 -3.73 2.28 5.12 24.19 1081 15.8 --
441.74 0.979 5.99 2.26 3.08 5.67 4.6 -- 2.43 5.12 23.75 1089 15.9 --
488.26 1.03 6.09 1.55 2.98 5.94 -- -2.79 2.28 5.12 23.92 1102 15.6 --
492.34 1.03 6.03 2.25 2.94 5.77 -- -- 2.4 5.05 23.7 1102 15.5 --
660.52 1.2 6.12 2.62 -- 6.9 -- 1.76 2.16 -- 20.84 971 9.85 --
1398.62 1.75 5.87 3.98 3.6 -- 4.67 -- 3.16 3.46 -- -- -- --
1466.38 1.79 5.89 3.9 3.61 -- -- -- 3.13 3.38 -- -- -- --
646.43 1.18 6.15 1.87 -- 8.28 -- -- 2.07 -- 9.882 1154 12.1 --
609.45 1.15 6.11 -- 2.8 6.23 -- -- 2.03 5.15 23.14 1129 15.4 --
2200.81 2.19 5.89 4.05 -- -- -- -- 3.23 -- -- -- -- --
1866.35 2.02 5.98 -- 3.69 -- -- -- 2.7 3.38 -- -- -- --
726.85 1.26 6.2 -- -- 9.01 -- -- 1.81 -- 7.011 1216 12.7 --
2633.14 2.4 5.99 -- -- -- -- -- 2.78 -- -- -- -- --

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
1 510.33 temperature 20 720 > th dose dependent rect. 10 14
11 521.21 temperature 25 1440 > th dose dependent rect. 4 14
21 522.24 temperature 20 720 > th dose dependent rect. 10 18
22 522.25 temperature 20 720 > th dose dependent sin 19 NA
35 523.82 temperature 25 1440 > th dose dependent sin 1 NA
46 524.45 temperature 25 1440 > th dose dependent rect. 9 9
145 531.05 temperature 25 1440 > th dose dependent rect. 10 5
232 536.01 temperature 25 1440 > th dose dependent no NA NA
249 537.07 temperature 25 1440 > th dose dependent rect. 16 23
382 546.71 temperature 25 1440 > th dose dependent rect. 16 1