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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.

Os04g0274300

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 : 2.98 (0.0342) R2 : 0.000728
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0415 (0.072) R2dN8 : 0.00094 R2N8 : 0.000728
σ : 0.644
deviance : 190.31
__
_____
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 = humidity, 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
158.74 0.592 2.92 0.634 0.177 -1.07 0.0837 8.45 0.118 3.57 49.95 12 -- --
162.18 0.598 2.96 0.507 0.167 2.32 -0.0604 -- 0.117 3.9 47 21 -- --
158.76 0.587 2.92 0.634 0.176 -1.06 -- 8.38 0.118 3.66 49.8 12 -- --
160.34 0.59 2.96 0.538 0.161 2.24 -- -- 0.116 3.29 48 9 -- --
160.46 0.59 2.92 0.648 -- -1.17 -- 8.48 0.121 -- 49.71 12 -- --
178.74 0.627 2.96 0.619 0.13 -- -0.351 -- 0.106 4.36 -- -- -- --
179.02 0.627 2.96 0.622 0.133 -- -- -- 0.108 5.22 -- -- -- --
161.88 0.593 2.96 0.505 -- 2.26 -- -- 0.122 -- 47.67 9 -- --
166.4 0.601 2.97 -- 0.187 2.56 -- -- 0.0652 3.64 47.04 7 -- --
179.94 0.627 2.96 0.627 -- -- -- -- 0.111 -- -- -- -- --
189.23 0.643 2.98 -- 0.144 -- -- -- 0.0384 5.06 -- -- -- --
166.85 0.602 2.97 -- -- 2.59 -- -- 0.0705 -- 47.46 2 -- --
190.31 0.644 2.98 -- -- -- -- -- 0.0415 -- -- -- -- --

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
1 157.46 humidity 60 270 < th dose independent rect. 10 1
2 158.10 humidity 50 10 < th dose independent sin 7 NA
3 158.18 humidity 50 10 < th dose dependent sin 7 NA
4 158.27 humidity 50 10 > th dose independent sin 6 NA
5 158.36 humidity 50 10 < th dose independent rect. 11 3
23 158.42 humidity 50 10 < th dose independent rect. 16 22
47 158.62 humidity 50 10 < th dose independent sin 2 NA
56 158.90 humidity 50 10 < th dose independent no NA NA
57 158.90 humidity 50 10 < th dose independent rect. 11 7
272 159.31 humidity 50 10 < th dose dependent rect. 11 3
361 159.60 humidity 50 10 < th dose independent rect. 13 23
378 159.73 humidity 50 90 < th dose dependent rect. 11 2
400 159.83 humidity 50 10 > th dose independent rect. 1 23
533 160.38 humidity 50 90 < th dose dependent rect. 16 22
537 160.48 humidity 50 10 < th dose dependent sin 17 NA
686 161.24 humidity 50 10 < th dose dependent no NA NA
898 161.36 humidity 50 10 < th dose dependent rect. 13 23