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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.

Os11g0249600

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

Description : Similar to Polygalacturonase C (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.1 (0.0231) R2 : 0.000503
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0233 (0.0486) R2dN8 : 0.000649 R2N8 : 0.000503
σ : 0.434
deviance : 86.64
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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 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
67.92 0.384 1130 -6870 0.107 282000 -0.0538 -1720000 0.0452 5.64 995 90 -- --
82.39 0.426 3.1 0.0847 0.0688 1.83 -0.213 -- 0.0371 4.77 995 90 -- --
67.93 0.384 1130 -6870 0.107 282000 -- -1720000 0.0453 5.83 995 90 -- --
58.11 0.355 3.1 0.032 0.082 5.41 -- -- 0.0677 5.36 994.6 31 -- --
68.52 0.386 1130 -6870 -- 282000 -- -1720000 0.0477 -- 995 90 -- --
86.05 0.435 3.1 0.0967 0.0426 -- -0.291 -- 0.0318 4.32 -- -- -- --
86.25 0.435 3.1 0.0997 0.0496 -- -- -- 0.0334 6.34 -- -- -- --
58.46 0.356 3.1 0.0732 -- 5.29 -- -- 0.0462 -- 994.6 111 -- --
58.04 0.355 3.1 -- 0.105 5.37 -- -- 0.036 6.08 994.6 150 -- --
86.37 0.434 3.1 0.101 -- -- -- -- 0.0345 -- -- -- -- --
86.51 0.435 3.1 -- 0.051 -- -- -- 0.0223 6.23 -- -- -- --
58.6 0.357 3.1 -- -- 5.3 -- -- 0.0381 -- 994.7 124 -- --
86.64 0.434 3.1 -- -- -- -- -- 0.0233 -- -- -- -- --

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 57.70 atmosphere 995 30 > th dose independent sin 9 NA
5 57.85 atmosphere 995 30 < th dose dependent rect. 16 2
27 57.86 atmosphere 995 30 < th dose independent rect. 16 3
48 57.87 atmosphere 995 30 < th dose independent sin 8 NA
50 57.87 atmosphere 995 90 < th dose dependent sin 9 NA
96 57.91 atmosphere 1000 10 < th dose independent rect. 17 1
381 58.22 temperature 30 10 > th dose independent rect. 17 1
383 58.26 humidity 70 30 < th dose independent rect. 18 1
489 59.28 temperature 30 90 > th dose dependent rect. 16 1
491 59.33 temperature 30 90 > th dose dependent rect. 16 17
530 60.17 radiation 10 90 > th dose dependent rect. 17 1
551 61.14 radiation 10 90 > th dose independent rect. 17 1
770 66.49 temperature 30 10 > th dose independent sin 11 NA
773 66.70 humidity 70 30 < th dose dependent rect. 18 1
792 67.44 temperature 30 10 < th dose independent sin 11 NA
799 67.94 atmosphere 995 90 < th dose dependent no NA NA