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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.

Os06g0725200

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

Description : Lipolytic enzyme, G-D-S-L family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.98 (0.0935) R2 : 0.714
β1 : -10.7 (0.45) R2dD : 1.13 R2D : 0.449
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.77 (0.341) R2dE : 0.0381 R2E : 0.068
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 12.2 (1.36) R2dD*E : 0.197 R2D*E : -0.673
γ1 : -1.76 (0.204) R2dN8 : 0.119 R2N8 : -0.0646
σ : 1.32
deviance : 798.65
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 1.567
memory length : 25116
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 = radiation, 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
807.81 1.34 5.97 -10.9 0.352 1.73 1.23 11.1 -1.79 4.95 1.279 17344 -- --
838.32 1.35 5.37 -8.92 0.102 1.68 0.799 -- -0.782 5.75 120.2 22717 -- --
804.83 1.32 5.98 -10.8 0.272 1.67 -- 11.1 -1.78 5.09 1.342 21797 -- --
833.16 1.34 5.43 -8.8 0.273 1.88 -- -- -0.697 5.44 123.2 23197 -- --
798.65 1.32 5.98 -10.7 -- 1.77 -- 12.2 -1.76 -- 1.567 25116 -- --
947.61 1.44 5.57 -8.33 0.297 -- 1.15 -- -1.32 4.8 -- -- -- --
951.03 1.44 5.57 -8.34 0.304 -- -- -- -1.33 4.69 -- -- -- --
833.68 1.34 5.37 -8.38 -- 1.81 -- -- -0.566 -- 15.98 23424 -- --
2751.81 2.44 5.3 -- 0.19 0.869 -- -- -0.139 6.4 164 12878 -- --
955.95 1.44 5.57 -8.32 -- -- -- -- -1.32 -- -- -- -- --
2782.37 2.47 5.36 -- 0.162 -- -- -- -0.402 6.13 -- -- -- --
2695.67 2.42 5.36 -- -- 1.67 -- -- 0.209 -- 14.76 20516 -- --
2783.74 2.46 5.37 -- -- -- -- -- -0.399 -- -- -- -- --

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
1 785.99 temperature 20 43200 > th dose dependent rect. 10 1
40 787.92 temperature 30 43200 < th dose dependent rect. 10 1
50 788.09 temperature 25 43200 > th dose independent rect. 9 2
64 788.25 temperature 25 43200 < th dose independent rect. 9 2
126 788.79 temperature 25 43200 < th dose independent rect. 8 4
153 788.96 temperature 25 43200 > th dose independent rect. 8 4
168 789.02 temperature 20 43200 > th dose dependent sin 2 NA
241 789.39 temperature 25 43200 < th dose independent rect. 6 8
275 789.49 temperature 25 43200 < th dose independent rect. 7 6
296 789.57 temperature 25 43200 > th dose independent rect. 6 8
319 789.64 temperature 25 43200 > th dose independent rect. 7 6
567 790.21 temperature 20 43200 > th dose independent rect. 4 1
629 790.29 temperature 15 43200 > th dose dependent no NA NA
665 790.35 radiation 1 14400 < th dose dependent rect. 20 10
676 790.36 temperature 15 43200 > th dose dependent rect. 13 23
744 790.48 temperature 25 43200 < th dose independent sin 1 NA
779 790.54 temperature 20 43200 < th dose independent rect. 4 1
868 790.71 radiation 1 14400 < th dose dependent rect. 4 2
885 790.74 temperature 25 43200 > th dose independent sin 1 NA