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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.

Os11g0244100

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 : 4.04 (0.0406) R2 : 0.2
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.11 (0.108) R2dE : 0.212 R2E : 0.198
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0776 (0.0902) R2dN8 : 0.00193 R2N8 : -0.0113
σ : 0.751
deviance : 259.97
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.29
memory length : 874
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
236.34 0.722 4.06 0.37 0.425 -1.24 -0.393 -1.13 0.081 14.5 21.8 797 -- --
239.61 0.721 4.02 0.661 0.409 -1.15 0.183 -- 0.171 13.1 22.15 852 -- --
236.65 0.716 4.06 0.377 0.428 -1.22 -- -1.05 0.0811 13.9 21.8 796 -- --
239.65 0.721 4.02 0.655 0.412 -1.16 -- -- 0.163 13.6 22.1 852 -- --
246.38 0.731 4.05 0.442 -- -1.32 -- -0.99 0.119 -- 21.8 862 -- --
295.4 0.806 4.1 0.248 0.589 -- 0.5 -- -0.222 12 -- -- -- --
296.2 0.806 4.1 0.27 0.592 -- -- -- -0.218 12.5 -- -- -- --
249.3 0.735 4.02 0.658 -- -1.23 -- -- 0.188 -- 22.26 900 -- --
249.82 0.736 4.05 -- 0.424 -1.01 -- -- 0.0563 13.5 22.24 810 -- --
318.17 0.833 4.11 0.249 -- -- -- -- -0.228 -- -- -- -- --
298.12 0.808 4.11 -- 0.588 -- -- -- -0.248 12.5 -- -- -- --
259.97 0.751 4.04 -- -- -1.11 -- -- 0.0776 -- 22.29 874 -- --
319.81 0.835 4.12 -- -- -- -- -- -0.256 -- -- -- -- --

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
1 235.18 temperature 10 270 > th dose dependent sin 8 NA
9 239.72 temperature 30 720 < th dose dependent sin 10 NA
16 240.35 temperature 25 720 < th dose dependent rect. 16 18
23 240.48 temperature 10 720 > th dose dependent rect. 19 14
52 241.04 temperature 15 720 > th dose dependent rect. 20 11
54 241.09 temperature 10 720 > th dose dependent sin 11 NA
84 241.48 temperature 25 720 < th dose dependent rect. 20 22
90 241.54 temperature 25 720 < th dose dependent rect. 24 23
92 241.56 temperature 25 720 < th dose dependent rect. 9 22
120 241.74 temperature 30 720 < th dose dependent rect. 22 8
126 241.78 temperature 25 720 < th dose dependent no NA NA
154 242.01 temperature 20 720 > th dose independent rect. 12 19
216 242.69 temperature 25 720 < th dose dependent rect. 3 23
244 243.01 temperature 20 720 > th dose independent rect. 15 16
301 243.70 temperature 20 1440 > th dose dependent rect. 24 1
337 244.25 temperature 20 720 > th dose independent rect. 3 21
338 244.25 temperature 20 270 > th dose dependent rect. 17 21
353 244.36 temperature 10 270 > th dose dependent rect. 16 23
354 244.37 temperature 20 720 > th dose independent sin 13 NA
416 245.00 temperature 20 720 > th dose independent rect. 19 11
503 246.00 temperature 10 1440 > th dose dependent rect. 24 1
504 246.00 temperature 30 1440 < th dose dependent rect. 4 1
542 246.26 temperature 10 720 > th dose dependent rect. 12 21
560 246.41 temperature 15 1440 > th dose dependent rect. 4 1
638 247.00 temperature 30 1440 < th dose dependent rect. 24 2
712 247.41 temperature 25 1440 < th dose dependent rect. 20 1
894 248.30 temperature 10 270 > th dose dependent rect. 3 23
951 248.50 temperature 10 720 > th dose dependent rect. 20 18
978 248.60 temperature 25 4320 < th dose independent rect. 20 1