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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.

Os01g0266100

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

Description : Similar to RING finger family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.04 (0.042) R2 : 0.394
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.13 (0.105) R2dC : 0.156 R2C : 0.138
β3 : 2.01 (0.152) R2dE : 0.272 R2E : 0.161
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.624 (0.0938) R2dN8 : 0.0893 R2N8 : -0.0398
σ : 0.773
deviance : 275.31
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C
peak time of C : 20
E
wheather : temperature
threshold : 24.46
memory length : 11456
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
269.04 0.771 5.01 -0.15 1.17 1.52 1.36 -2.02 0.54 20.2 28.5 6754 -- --
268.85 0.764 5.05 -0.148 1.14 1.9 1.48 -- 0.575 20.2 24.86 11329 -- --
274.54 0.772 5.01 -0.156 1.17 1.51 -- -2.1 0.537 20 28.2 6690 -- --
274.93 0.772 5.05 -0.198 1.14 1.87 -- -- 0.572 20 25.06 11328 -- --
347.03 0.868 4.96 -0.105 -- 1.43 -- -2.51 0.55 -- 34.73 7162 -- --
318.46 0.837 5.18 -1.43 1.14 -- 1.34 -- -0.0145 20 -- -- -- --
323.65 0.842 5.18 -1.47 1.15 -- -- -- -0.012 19.8 -- -- -- --
345.22 0.865 5.02 -0.175 -- 1.91 -- -- 0.577 -- 24.84 11496 -- --
275.31 0.773 5.04 -- 1.13 2.01 -- -- 0.624 20 24.46 11456 -- --
395.21 0.929 5.15 -1.48 -- -- -- -- -0.0281 -- -- -- -- --
380.35 0.912 5.14 -- 1.16 -- -- -- 0.151 19.7 -- -- -- --
345.55 0.866 5.01 -- -- 2.02 -- -- 0.616 -- 24.47 11511 -- --
453.02 0.993 5.12 -- -- -- -- -- 0.136 -- -- -- -- --

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
1 267.50 temperature 30 14400 < th dose dependent rect. 5 1
3 267.55 temperature 10 14400 > th dose dependent rect. 5 1
7 267.94 humidity 80 43200 > th dose independent rect. 16 1
13 268.10 temperature 10 14400 > th dose dependent rect. 2 4
29 268.22 temperature 30 14400 < th dose dependent rect. 2 1
30 268.22 temperature 10 14400 > th dose dependent rect. 1 2
41 268.26 temperature 10 14400 > th dose dependent rect. 23 4
51 268.28 temperature 30 14400 < th dose dependent rect. 23 4
106 268.41 temperature 30 14400 < th dose dependent rect. 23 1
141 268.49 temperature 20 43200 < th dose independent rect. 19 1
158 268.56 temperature 20 43200 > th dose independent rect. 19 1
195 268.67 temperature 10 14400 > th dose dependent sin 10 NA
200 268.68 temperature 30 14400 < th dose dependent sin 10 NA
258 268.81 humidity 80 43200 > th dose independent rect. 10 1
259 268.81 wind 5 43200 < th dose dependent rect. 21 1
292 268.88 wind 3 43200 < th dose independent rect. 8 1
365 269.00 humidity 80 43200 < th dose independent rect. 10 1
467 269.13 wind 1 43200 < th dose dependent rect. 9 21
506 269.19 humidity 80 43200 > th dose independent rect. 10 8
578 269.28 wind 3 43200 < th dose dependent rect. 3 1
616 269.32 wind 1 43200 < th dose dependent rect. 12 17
653 269.37 wind 5 43200 < th dose dependent rect. 20 3
686 269.40 temperature 25 43200 < th dose dependent rect. 16 1
691 269.41 wind 9 43200 > th dose dependent rect. 18 2
743 269.46 humidity 80 43200 < th dose independent rect. 10 8
800 269.52 wind 3 43200 > th dose independent rect. 8 1
801 269.52 temperature 10 14400 > th dose dependent no NA NA
808 269.53 humidity 80 43200 > th dose dependent rect. 15 4
902 269.61 temperature 10 14400 > th dose dependent rect. 4 23
906 269.62 temperature 30 14400 < th dose dependent no NA NA
932 269.65 humidity 80 43200 < th dose independent rect. 16 1
948 269.66 temperature 25 43200 < th dose dependent rect. 18 1
991 269.70 wind 1 43200 > th dose independent rect. 19 18