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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.

Os04g0395400

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 : 4.02 (0.0364) R2 : 0.397
β1 : -1.9 (0.133) R2dD : 0.279 R2D : 0.18
β2 : 0.674 (0.0923) R2dC : 0.0709 R2C : 0.0317
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.73 (0.0777) R2dN8 : 0.157 R2N8 : 0.0484
σ : 0.684
deviance : 213.53
__
_____
C
peak time of C : 8.13
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 = precipitation, 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
192.67 0.652 4.05 -1.73 0.667 -0.896 -0.991 -0.558 -0.852 8.14 0.3184 6425 -- --
193.08 0.647 4.05 -1.76 0.666 -0.903 -1.01 -- -0.848 8.15 0.3028 6415 -- --
195.64 0.651 4.05 -1.76 0.666 -0.906 -- -0.55 -0.854 8.19 0.3216 6420 -- --
195.82 0.652 4.05 -1.81 0.674 -0.809 -- -- -0.856 8.19 0.3055 7009 -- --
220.19 0.691 4.07 -1.76 -- -0.919 -- -0.475 -0.847 -- 0.3204 6420 -- --
210.25 0.68 4.02 -1.87 0.674 -- -1.05 -- -0.732 8.02 -- -- -- --
213.53 0.684 4.02 -1.9 0.674 -- -- -- -0.73 8.13 -- -- -- --
220.48 0.692 4.07 -1.79 -- -0.928 -- -- -0.853 -- 0.3166 6420 -- --
226.15 0.7 4.03 -- 0.674 -1.74 -- -- -0.8 8.29 0.8338 27032 -- --
238.45 0.722 4.04 -1.89 -- -- -- -- -0.722 -- -- -- -- --
308.67 0.822 3.97 -- 0.664 -- -- -- -0.519 8.33 -- -- -- --
251.16 0.738 4.06 -- -- -1.72 -- -- -0.799 -- 0.8478 27033 -- --
333.11 0.852 3.99 -- -- -- -- -- -0.512 -- -- -- -- --

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
1 178.68 humidity 80 14400 > th dose independent rect. 18 3
3 179.27 humidity 80 14400 < th dose independent rect. 18 2
4 179.48 humidity 80 14400 > th dose independent rect. 19 1
5 179.51 humidity 70 14400 > th dose dependent rect. 18 2
7 179.63 humidity 80 14400 > th dose dependent rect. 20 1
8 179.80 humidity 80 14400 < th dose independent rect. 17 4
26 180.59 humidity 90 14400 < th dose dependent rect. 17 2
45 180.99 humidity 70 14400 > th dose independent rect. 13 6
107 181.62 humidity 70 14400 < th dose independent rect. 14 4
165 181.96 humidity 70 14400 > th dose independent rect. 13 13
198 182.06 humidity 60 14400 > th dose dependent sin 19 NA
482 182.97 humidity 70 14400 > th dose independent sin 16 NA
492 182.99 humidity 70 14400 > th dose independent rect. 13 1
505 183.03 humidity 70 14400 < th dose independent rect. 13 1
578 183.15 humidity 60 14400 > th dose dependent rect. 12 1
592 183.17 humidity 90 14400 < th dose dependent sin 19 NA
773 183.50 humidity 60 14400 > th dose dependent rect. 11 23
774 183.51 humidity 80 14400 < th dose independent rect. 8 14
810 183.56 humidity 60 14400 > th dose dependent no NA NA
820 183.58 humidity 80 14400 > th dose independent rect. 7 15
877 183.65 humidity 60 14400 > th dose dependent rect. 17 23
885 183.66 humidity 60 14400 > th dose dependent rect. 14 23