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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.

Os04g0644700

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

Description : Coatomer epsilon subunit family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.4 (0.0516) R2 : 0.34
β1 : 2.35 (0.25) R2dD : 0.283 R2D : -0.0312
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.05 (0.171) R2dE : 0.0635 R2E : 0.0415
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 3.6 (0.62) R2dD*E : 0.107 R2D*E : -0.267
γ1 : 1.09 (0.11) R2dN8 : 0.23 R2N8 : 0.0808
σ : 0.876
deviance : 353.77
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 1010
memory length : 22314
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 = atmosphere, 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
347.3 0.876 4.39 2.25 0.108 1.1 -1.51 3.62 1.1 19.1 1010 22315 -- --
367.34 0.893 4.45 1.5 0.0213 1.28 -1.72 -- 1.18 18.5 1004 30295 -- --
352.25 0.874 4.4 2.32 0.163 0.998 -- 3.43 1.09 21.9 1010 22080 -- --
373.28 0.9 4.45 1.5 0.022 1.11 -- -- 1.17 18.4 1004 30678 -- --
353.77 0.876 4.4 2.35 -- 1.05 -- 3.6 1.09 -- 1010 22314 -- --
397.79 0.935 4.49 1.7 0.0796 -- -1.62 -- 1 18.8 -- -- -- --
402.22 0.939 4.49 1.72 0.202 -- -- -- 0.993 23.5 -- -- -- --
373.23 0.9 4.46 1.47 -- 1.09 -- -- 1.14 -- 1004 30689 -- --
387.52 0.917 4.63 -- 0.0723 1.55 -- -- 0.373 18.6 1012 47520 -- --
404.78 0.94 4.49 1.73 -- -- -- -- 0.995 -- -- -- -- --
480.5 1.03 4.54 -- 0.223 -- -- -- 0.801 0.019 -- -- -- --
387.78 0.917 4.63 -- -- 1.54 -- -- 0.372 -- 1012 47520 -- --
483.62 1.03 4.53 -- -- -- -- -- 0.804 -- -- -- -- --

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
1 349.01 atmosphere 1005.0 14400 > th dose dependent rect. 22 1
2 349.09 atmosphere 1005.0 14400 > th dose dependent rect. 22 3
33 349.75 atmosphere 1005.0 14400 > th dose dependent rect. 20 15
57 349.84 atmosphere 1005.0 14400 > th dose dependent rect. 7 4
67 349.87 atmosphere 1005.0 14400 > th dose dependent sin 10 NA
68 349.87 atmosphere 1005.0 14400 > th dose dependent rect. 10 1
121 350.02 atmosphere 1000.0 14400 > th dose dependent rect. 16 1
243 350.35 atmosphere 1005.0 14400 > th dose dependent rect. 4 23
245 350.36 atmosphere 1005.0 14400 > th dose dependent no NA NA
282 350.40 atmosphere 1005.0 14400 > th dose dependent rect. 9 23
393 350.64 atmosphere 1005.0 14400 > th dose dependent rect. 4 1
493 350.88 atmosphere 1000.0 14400 > th dose dependent rect. 9 11
577 351.05 atmosphere 1010.0 14400 < th dose independent rect. 9 1
871 351.61 precipitation 0.1 43200 < th dose independent rect. 17 1
872 351.61 precipitation 0.1 43200 < th dose dependent rect. 17 1
949 351.84 precipitation 0.1 43200 > th dose independent rect. 17 1