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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.

Os01g0731800

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

Description : RINGv domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.72 (0.0302) R2 : 0.634
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.23 (0.0737) R2dC : 0.229 R2C : 0.296
β3 : -2.06 (0.119) R2dE : 0.267 R2E : 0.376
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.328 (0.0658) R2dN8 : 0.0275 R2N8 : 0.0676
σ : 0.562
deviance : 145.74
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_____
C
peak time of C : 2.05
E
wheather : temperature
threshold : 34.9
memory length : 2242
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
133.02 0.542 4.63 0.823 1.34 -2.47 0.962 -3.55 0.403 1.63 24.37 3317 -- --
139.78 0.551 4.71 0.387 1.31 -1.98 0.919 -- 0.391 2.04 42.17 2050 -- --
136.61 0.544 4.63 0.784 1.33 -2.51 -- -3.64 0.395 1.63 24.2 3371 -- --
143.02 0.557 4.71 0.357 1.32 -1.98 -- -- 0.385 2.06 42.98 2050 -- --
219.37 0.69 4.66 0.795 -- -2.4 -- -2.66 0.349 -- 27.6 2459 -- --
208.11 0.676 4.63 1.07 1.39 -- 0.943 -- 0.771 1.54 -- -- -- --
211.68 0.681 4.63 1.04 1.39 -- -- -- 0.765 1.56 -- -- -- --
225.46 0.699 4.72 0.215 -- -2.26 -- -- 0.329 -- 46.44 2474 -- --
145.74 0.562 4.72 -- 1.23 -2.06 -- -- 0.328 2.05 34.9 2242 -- --
330.07 0.849 4.61 1.09 -- -- -- -- 0.796 -- -- -- -- --
240.05 0.725 4.66 -- 1.41 -- -- -- 0.65 1.58 -- -- -- --
226.48 0.701 4.73 -- -- -2.35 -- -- 0.291 -- 48.25 2477 -- --
361.6 0.888 4.64 -- -- -- -- -- 0.674 -- -- -- -- --

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
1 132.12 temperature 25 4320 < th dose dependent rect. 21 8
2 132.21 temperature 25 4320 < th dose dependent rect. 21 6
4 132.26 temperature 20 1440 > th dose dependent rect. 4 2
7 132.34 temperature 20 1440 > th dose dependent rect. 21 10
17 132.50 temperature 20 1440 > th dose dependent rect. 3 4
28 132.67 temperature 10 4320 > th dose dependent rect. 4 1
37 132.74 temperature 30 4320 < th dose dependent rect. 4 1
47 132.88 temperature 25 4320 < th dose dependent rect. 1 2
82 133.19 temperature 10 4320 > th dose dependent rect. 21 8
114 133.44 temperature 25 4320 < th dose dependent sin 12 NA
147 133.66 temperature 10 1440 > th dose dependent rect. 16 15
153 133.70 temperature 20 1440 > th dose dependent rect. 22 1
161 133.72 temperature 10 1440 > th dose dependent rect. 18 13
202 133.87 temperature 20 1440 > th dose dependent rect. 21 4
213 133.92 temperature 20 1440 > th dose dependent sin 12 NA
266 134.15 temperature 10 1440 > th dose dependent rect. 22 1
353 134.47 temperature 10 1440 > th dose dependent sin 12 NA
552 135.11 temperature 25 1440 < th dose independent sin 15 NA
601 135.26 temperature 25 1440 < th dose independent rect. 14 11
874 136.07 temperature 25 1440 < th dose independent rect. 13 18
937 136.25 temperature 25 4320 < th dose dependent no NA NA
973 136.39 temperature 25 1440 > th dose independent rect. 14 11
979 136.40 temperature 25 1440 < th dose independent rect. 11 21