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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.

Os12g0298800

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 : 3.76 (0.0452) R2 : 0.0931
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.14 (0.17) R2dE : 0.0985 R2E : 0.0914
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0763 (0.0984) R2dN8 : 0.00169 R2N8 : -0.00537
σ : 0.84
deviance : 325.06
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 32.6
memory length : 2541
response mode : < th
dose dependency : dose dependent
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 = temperature, 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
311.72 0.83 3.7 0.129 0.281 -1.6 0.435 -2.91 -0.0671 2.46 26.47 3301 -- --
319.02 0.832 3.76 -0.322 0.222 -1.17 0.407 -- -0.0867 2.35 33 2609 -- --
312.39 0.823 3.7 0.119 0.281 -1.6 -- -2.92 -0.0687 2.31 26.45 3315 -- --
319.19 0.832 3.78 -0.411 0.185 -1.26 -- -- -0.152 2.38 31.89 2577 -- --
315.67 0.827 3.71 0.119 -- -1.46 -- -2.37 -0.0806 -- 27.3 2592 -- --
350.2 0.877 3.72 0.101 0.321 -- 0.396 -- 0.125 1.98 -- -- -- --
350.8 0.877 3.72 0.0891 0.321 -- -- -- 0.123 1.87 -- -- -- --
321.13 0.835 3.78 -0.426 -- -1.32 -- -- -0.161 -- 31.76 2554 -- --
322.85 0.837 3.76 -- 0.198 -1.09 -- -- -0.07 2.47 32.6 2547 -- --
357.01 0.883 3.71 0.102 -- -- -- -- 0.13 -- -- -- -- --
351.01 0.876 3.72 -- 0.322 -- -- -- 0.113 1.88 -- -- -- --
325.06 0.84 3.76 -- -- -1.14 -- -- -0.0763 -- 32.6 2541 -- --
357.29 0.882 3.72 -- -- -- -- -- 0.119 -- -- -- -- --

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
1 310.71 temperature 30 4320 < th dose dependent rect. 22 3
2 310.72 temperature 10 4320 > th dose dependent rect. 23 1
3 310.74 temperature 10 4320 > th dose dependent rect. 22 3
5 310.77 temperature 30 4320 < th dose dependent rect. 23 1
192 311.79 temperature 25 4320 < th dose dependent sin 12 NA
336 312.28 temperature 10 4320 > th dose dependent sin 11 NA
432 312.54 temperature 25 4320 < th dose dependent rect. 20 17
702 313.28 temperature 30 4320 < th dose dependent rect. 6 1
714 313.31 temperature 25 4320 < th dose dependent no NA NA
731 313.36 temperature 10 4320 > th dose dependent rect. 5 2
768 313.46 temperature 25 4320 < th dose dependent rect. 5 23
799 313.53 temperature 25 4320 < th dose dependent rect. 24 23