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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.

Os06g0260500

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

Description : Similar to FAE1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.21 (0.0502) R2 : 0.412
β1 : 1.55 (0.187) R2dD : 0.104 R2D : 0.053
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.92 (0.143) R2dE : 0.313 R2E : 0.287
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.259 (0.115) R2dN8 : 0.0109 R2N8 : 0.0561
σ : 0.918
deviance : 388.23
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.2
memory length : 1022
response mode : > th
dose dependency : dose independent
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 independent, 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
375.73 0.911 5.3 1.3 0.143 -2.46 0.935 -2.35 -0.369 8.49 21.5 2085 -- --
380.53 0.909 5.23 1.6 0.317 -2.1 1.41 -- -0.25 8.3 22.2 1455 -- --
378.33 0.906 5.31 1.29 0.157 -2.47 -- -2.46 -0.375 7.26 21.51 2084 -- --
386.32 0.915 5.22 1.67 0.327 -2.14 -- -- -0.236 7.41 22.2 1429 -- --
379.56 0.907 5.31 1.3 -- -2.5 -- -2.5 -0.367 -- 21.51 2084 -- --
544.89 1.09 5.37 0.853 0.303 -- 1.3 -- -0.926 8.53 -- -- -- --
550.34 1.1 5.37 0.895 0.299 -- -- -- -0.926 8.72 -- -- -- --
388.23 0.918 5.21 1.55 -- -1.92 -- -- -0.259 -- 22.2 1022 -- --
445.86 0.983 5.28 -- 0.161 -1.61 -- -- -0.517 6.97 22.3 978 -- --
555.39 1.1 5.38 0.895 -- -- -- -- -0.923 -- -- -- -- --
571.44 1.12 5.39 -- 0.302 -- -- -- -1.03 8.49 -- -- -- --
445.98 0.984 5.29 -- -- -1.6 -- -- -0.53 -- 22.35 797 -- --
576.54 1.12 5.4 -- -- -- -- -- -1.02 -- -- -- -- --

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
1 380.48 temperature 25 1440 < th dose dependent rect. 13 16
16 381.56 temperature 20 1440 > th dose dependent rect. 1 2
23 381.73 temperature 25 1440 < th dose dependent sin 15 NA
86 384.98 temperature 25 4320 < th dose dependent rect. 1 1
96 385.29 temperature 25 1440 < th dose dependent rect. 20 1
101 385.47 temperature 25 720 < th dose dependent rect. 24 23
104 385.65 temperature 25 1440 < th dose dependent rect. 17 6
126 386.39 temperature 25 720 < th dose dependent rect. 13 23
127 386.46 temperature 25 1440 < th dose dependent rect. 1 4
131 386.52 temperature 25 720 < th dose dependent rect. 16 23
148 386.78 temperature 10 4320 > th dose dependent rect. 1 1
150 386.79 temperature 25 720 < th dose dependent no NA NA
183 387.47 temperature 25 720 < th dose dependent rect. 6 23
202 387.71 temperature 25 720 < th dose dependent rect. 19 23
266 388.59 temperature 25 4320 < th dose dependent rect. 3 1
324 389.43 temperature 20 1440 < th dose independent rect. 5 1
418 390.55 temperature 10 720 > th dose dependent rect. 19 14
458 391.09 temperature 20 1440 > th dose independent rect. 5 1
570 392.23 temperature 20 4320 > th dose independent rect. 22 1