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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.

Os01g0189100

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

Description : Ubiquitin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.87 (0.0368) R2 : 0.847
β1 : 2.13 (0.137) R2dD : 0.0876 R2D : -0.0457
β2 : 2.13 (0.115) R2dC : 0.17 R2C : 0.196
β3 : 2.2 (0.159) R2dE : 0.0984 R2E : 0.215
β4 : 3.02 (0.436) R2dD*C : 0.0166 R2D*C : -0.0553
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 2.5 (0.079) R2dN8 : 0.459 R2N8 : 0.306
σ : 0.687
deviance : 217.38
__
_____
C
peak time of C : 18.9
E
wheather : temperature
threshold : 25.33
memory length : 328
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
216.4 0.691 4.9 1.9 2.11 2.38 3.25 -1.98 2.45 18.9 25.4 328 -- --
217.38 0.687 4.87 2.13 2.13 2.2 3.02 -- 2.5 18.9 25.33 328 -- --
239.96 0.721 4.83 2.13 2.07 2.35 -- 0.589 2.55 18.8 25.35 329 -- --
239.57 0.721 4.86 2.06 2.08 2.36 -- -- 2.54 18.8 25.62 353 -- --
377.09 0.904 4.89 1.46 -- 4.15 -- -1.96 2.23 -- 24.9 401 -- --
297.88 0.809 4.86 2.5 3.08 -- 3.96 -- 2.65 18.4 -- -- -- --
336.45 0.859 4.85 2.45 3.1 -- -- -- 2.66 18.3 -- -- -- --
378.21 0.906 4.86 1.72 -- 3.98 -- -- 2.3 -- 24.88 414 -- --
345.76 0.866 4.95 -- 1.82 2.83 -- -- 2.11 18.9 23.87 351 -- --
835.69 1.35 4.79 2.37 -- -- -- -- 2.59 -- -- -- -- --
494.34 1.04 4.91 -- 3.07 -- -- -- 2.39 18.4 -- -- -- --
453.37 0.992 4.92 -- -- 4.22 -- -- 2.05 -- 24.6 425 -- --
983.23 1.46 4.85 -- -- -- -- -- 2.33 -- -- -- -- --

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
1 214.30 temperature 15 270 > th dose dependent rect. 24 18
3 214.80 temperature 30 270 < th dose independent rect. 15 23
5 215.20 temperature 25 270 > th dose dependent sin 21 NA
6 215.36 temperature 25 270 > th dose dependent rect. 12 23
7 215.60 temperature 25 90 > th dose dependent sin 18 NA
10 215.73 temperature 25 270 > th dose dependent rect. 7 12
13 215.79 temperature 25 270 > th dose dependent rect. 10 23
15 215.82 temperature 25 270 > th dose dependent rect. 21 22
44 216.68 temperature 25 270 > th dose dependent rect. 7 21
94 217.52 temperature 25 270 > th dose dependent no NA NA
177 219.08 temperature 15 270 > th dose dependent rect. 9 10
206 221.07 temperature 30 270 < th dose independent rect. 3 23
217 221.63 temperature 15 10 > th dose dependent rect. 2 18
218 221.70 temperature 30 270 < th dose independent rect. 9 14
264 223.03 temperature 30 270 > th dose independent rect. 12 23
274 223.40 temperature 30 270 < th dose independent sin 19 NA
288 223.97 temperature 30 270 < th dose independent no NA NA
289 223.98 temperature 30 270 < th dose independent rect. 6 17
291 224.02 temperature 30 270 > th dose independent sin 21 NA
300 224.23 temperature 30 270 > th dose independent no NA NA
301 224.23 temperature 30 270 > th dose independent rect. 8 11
434 224.68 temperature 10 270 > th dose dependent sin 22 NA
448 224.95 temperature 25 270 > th dose dependent rect. 16 23
469 225.47 temperature 30 270 < th dose independent rect. 5 19
530 226.29 temperature 30 720 < th dose independent sin 10 NA
582 227.08 temperature 30 1440 < th dose independent rect. 19 16
625 227.35 temperature 30 270 > th dose independent rect. 17 23
637 227.40 temperature 30 1440 > th dose independent rect. 10 1
647 227.48 temperature 30 720 > th dose independent rect. 16 20
656 227.60 temperature 30 1440 < th dose independent rect. 10 1
661 227.68 temperature 30 1440 < th dose independent rect. 7 4
668 227.74 temperature 30 1440 > th dose independent rect. 8 3
716 228.06 temperature 30 720 < th dose independent rect. 8 23
724 228.12 temperature 25 720 > th dose dependent rect. 20 16
729 228.15 temperature 30 1440 > th dose dependent rect. 8 3
745 228.17 temperature 30 720 > th dose independent sin 10 NA
748 228.17 humidity 50 270 > th dose dependent rect. 8 15
814 228.75 temperature 25 720 > th dose dependent sin 7 NA
830 228.97 humidity 70 90 > th dose independent rect. 9 16
875 229.43 temperature 25 1440 > th dose dependent rect. 7 1
984 230.23 humidity 70 270 > th dose independent rect. 17 20