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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.

Os08g0466600

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 : 4.38 (0.0445) R2 : 0.514
β1 : 1.41 (0.169) R2dD : 0.0852 R2D : 0.0359
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.01 (0.183) R2dE : 0.15 R2E : 0.236
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.22 (0.0989) R2dN8 : 0.241 R2N8 : 0.226
σ : 0.821
deviance : 310.98
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 17.31
memory length : 733
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
287.23 0.796 4.34 1.99 1.2 2.26 0.039 3.47 1.37 23.3 12.5 8 -- --
294.7 0.806 4.4 1.49 1.2 2.33 -0.712 -- 1.24 23.3 12.5 8 -- --
286.59 0.795 4.34 2 1.2 2.27 -- 3.52 1.38 23.3 13.48 4 -- --
296.76 0.802 4.4 1.51 1.2 2.34 -- -- 1.23 23.3 13.63 4 -- --
310.49 0.821 4.35 1.76 -- 2.25 -- 2.54 1.27 -- 14.63 714 -- --
347.1 0.873 4.33 1.95 0.879 -- -0.397 -- 1.57 21.2 -- -- -- --
347.59 0.873 4.33 1.96 0.884 -- -- -- 1.57 21.1 -- -- -- --
310.98 0.821 4.38 1.41 -- 2.01 -- -- 1.22 -- 17.31 733 -- --
351.63 0.873 4.46 -- 1.37 3.03 -- -- 0.989 23.7 6.146 4 -- --
392.59 0.926 4.3 1.96 -- -- -- -- 1.56 -- -- -- -- --
449.12 0.991 4.38 -- 0.883 -- -- -- 1.35 21.2 -- -- -- --
357.3 0.88 4.43 -- -- 2.78 -- -- 0.995 -- 14.6 775 -- --
494.39 1.04 4.35 -- -- -- -- -- 1.35 -- -- -- -- --

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
1 284.86 temperature 20 10 > th dose dependent rect. 2 23
5 287.37 temperature 20 10 > th dose dependent rect. 17 23
6 287.50 temperature 10 10 > th dose dependent no NA NA
11 288.37 temperature 20 4320 > th dose dependent rect. 23 2
12 288.50 temperature 20 10 > th dose dependent rect. 21 23
17 288.73 temperature 30 270 < th dose dependent rect. 23 22
19 288.76 temperature 20 720 > th dose dependent rect. 21 17
25 288.97 temperature 15 270 > th dose dependent rect. 16 23
29 289.05 temperature 10 4320 > th dose dependent rect. 21 4
30 289.08 temperature 20 4320 > th dose dependent rect. 22 6
34 289.13 temperature 30 4320 < th dose dependent rect. 21 4
54 289.34 temperature 20 10 > th dose dependent rect. 13 23
58 289.41 temperature 20 4320 > th dose dependent rect. 3 1
60 289.41 temperature 20 10 > th dose dependent rect. 15 23
118 289.76 temperature 10 720 > th dose dependent rect. 20 22
133 289.84 temperature 20 10 > th dose dependent rect. 6 23
207 290.23 temperature 20 10 > th dose dependent rect. 23 23
289 290.71 temperature 20 720 > th dose dependent sin 6 NA
313 290.80 temperature 30 4320 < th dose dependent sin 11 NA
340 290.92 temperature 10 4320 > th dose dependent sin 11 NA
351 290.94 temperature 30 90 < th dose dependent rect. 11 23
377 291.03 temperature 30 720 < th dose dependent rect. 17 18
398 291.11 temperature 30 30 < th dose dependent rect. 7 23
444 291.34 temperature 25 4320 < th dose independent rect. 21 12
470 291.44 temperature 25 4320 > th dose independent rect. 21 12
517 291.63 temperature 30 10 < th dose dependent rect. 19 23
595 291.88 temperature 10 720 > th dose dependent rect. 23 23
615 291.94 temperature 30 10 < th dose dependent rect. 13 23
647 292.06 temperature 25 1440 > th dose independent rect. 16 17
665 292.12 temperature 25 1440 > th dose independent sin 8 NA
674 292.15 temperature 25 1440 > th dose independent rect. 18 17
757 292.38 temperature 20 10 > th dose dependent rect. 6 19
772 292.41 temperature 20 10 > th dose dependent rect. 9 23
790 292.45 temperature 30 270 < th dose dependent rect. 9 23
810 292.50 temperature 10 720 > th dose dependent sin 6 NA
857 292.61 temperature 10 4320 > th dose dependent rect. 3 1
865 292.63 temperature 20 1440 > th dose dependent rect. 6 1
882 292.66 temperature 30 10 < th dose dependent rect. 3 23
911 292.74 temperature 25 1440 < th dose independent rect. 18 17
917 292.75 temperature 30 10 < th dose dependent no NA NA
918 292.75 temperature 30 4320 < th dose dependent rect. 3 1
927 292.77 temperature 25 1440 < th dose independent rect. 16 18
954 292.81 temperature 25 1440 < th dose independent sin 7 NA
970 292.83 temperature 25 4320 < th dose independent sin 9 NA