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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.

Os06g0498100

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 : 3.2 (0.0229) R2 : 0.000225
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0154 (0.0482) R2dN8 : 0.00029 R2N8 : 0.000225
σ : 0.431
deviance : 85.35
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_____
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 = precipitation, 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
67.48 0.383 3.19 0.127 0.11 4.19 0.0865 -0.509 0.00973 9.13 0.5885 11 -- --
67.48 0.386 3.19 0.128 0.11 4.05 0.0866 -- 0.00971 9.13 0.5982 11 -- --
67.5 0.383 3.19 0.129 0.111 4.18 -- -0.461 0.00952 8.82 0.5895 11 -- --
67.5 0.385 3.19 0.13 0.111 4.04 -- -- 0.00954 8.82 0.6109 11 -- --
68.21 0.385 3.2 0.13 -- 4.14 -- -0.285 0.0104 -- 0.5926 11 -- --
83.65 0.429 3.2 0.166 0.128 -- 0.114 -- 0.00191 7.89 -- -- -- --
83.69 0.428 3.2 0.169 0.128 -- -- -- 0.00172 7.8 -- -- -- --
68.21 0.386 3.2 0.13 -- 4.06 -- -- 0.0104 -- 0.5982 11 -- --
67.95 0.386 3.2 -- 0.111 4.08 -- -- -0.00489 8.75 0.6147 11 -- --
84.58 0.43 3.2 0.171 -- -- -- -- 0.00351 -- -- -- -- --
84.45 0.43 3.2 -- 0.129 -- -- -- -0.0171 7.71 -- -- -- --
68.65 0.387 3.2 -- -- 4.09 -- -- -0.00398 -- 0.5982 11 -- --
85.35 0.431 3.2 -- -- -- -- -- -0.0154 -- -- -- -- --

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 67.44 wind 3.0 10 > th dose independent rect. 4 1
3 67.44 wind 3.0 10 > th dose dependent rect. 4 1
5 67.48 precipitation 0.1 10 > th dose independent rect. 3 1
6 67.48 precipitation 0.1 90 > th dose independent rect. 4 1
14 67.48 precipitation 0.1 10 > th dose dependent rect. 3 1
15 67.48 precipitation 0.1 90 > th dose dependent rect. 4 1
152 67.81 precipitation 0.1 10 > th dose dependent sin 5 NA
227 67.92 precipitation 0.1 10 < th dose independent sin 5 NA
230 67.92 precipitation 0.1 10 < th dose dependent sin 5 NA
299 68.08 precipitation 0.1 10 > th dose independent sin 5 NA
674 69.46 precipitation 0.1 10 > th dose dependent no NA NA
744 69.60 wind 5.0 90 > th dose independent rect. 3 4
975 71.15 precipitation 0.1 10 > th dose independent no NA NA
976 71.15 precipitation 0.1 10 < th dose independent no NA NA