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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.

Os08g0197200

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

Description : Cyclin-like F-box domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4 (0.0285) R2 : 0.606
β1 : 1.98 (0.105) R2dD : 0.325 R2D : 0.206
β2 : 1.12 (0.0724) R2dC : 0.209 R2C : 0.169
β3 : -- (--) R2dE : -- R2E : --
β4 : 2.63 (0.311) R2dD*C : 0.0622 R2D*C : 0.0207
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.677 (0.0607) R2dN8 : 0.144 R2N8 : 0.0367
σ : 0.536
deviance : 130.5
__
_____
C
peak time of C : 20
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 = 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
109.82 0.492 3.94 2.39 1.12 0.845 2.6 3.15 0.7 19.6 5.209 1266 -- --
115.46 0.5 4.03 1.73 1.01 0.744 2.72 -- 0.51 20.1 23.7 1779 -- --
118.2 0.506 3.92 2.42 0.928 0.861 -- 4.03 0.684 20.1 17.12 620 -- --
128.35 0.528 4.02 1.67 0.68 1.13 -- -- 0.544 20.8 23.9 499 -- --
146.71 0.564 3.93 2.34 -- 1.33 -- 3.89 0.625 -- 18.91 610 -- --
130.5 0.536 4 1.98 1.12 -- 2.63 -- 0.677 20 -- -- -- --
150.9 0.575 4 1.91 1.12 -- -- -- 0.681 19.9 -- -- -- --
147.48 0.566 4 1.58 -- 1.58 -- -- 0.492 -- 24.17 589 -- --
198.8 0.657 4.07 -- 0.583 1.47 -- -- 0.294 20.5 22.56 613 -- --
219.59 0.692 3.97 1.9 -- -- -- -- 0.665 -- -- -- -- --
247.34 0.736 4.04 -- 1.11 -- -- -- 0.468 20 -- -- -- --
210.39 0.676 4.05 -- -- 1.88 -- -- 0.276 -- 23.74 621 -- --
314.84 0.828 4.01 -- -- -- -- -- 0.455 -- -- -- -- --

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
1 105.76 temperature 25 90 > th dose independent rect. 13 8
2 105.82 temperature 20 10 > th dose dependent rect. 13 9
3 105.87 temperature 20 90 > th dose dependent rect. 13 9
5 106.01 temperature 20 90 > th dose dependent rect. 13 17
9 106.40 temperature 25 270 > th dose independent rect. 11 9
10 106.45 temperature 20 1440 > th dose dependent rect. 17 11
13 106.48 temperature 20 270 > th dose dependent rect. 11 20
15 106.53 temperature 20 10 > th dose dependent rect. 13 17
22 106.62 temperature 20 1440 > th dose dependent rect. 21 6
24 106.66 temperature 20 1440 > th dose dependent rect. 19 8
54 106.95 temperature 20 1440 > th dose dependent sin 13 NA
56 106.97 temperature 20 1440 > th dose dependent rect. 22 1
58 106.99 temperature 20 1440 > th dose dependent rect. 1 2
113 107.34 temperature 20 10 > th dose dependent rect. 13 19
124 107.38 temperature 30 1440 < th dose dependent rect. 21 2
132 107.41 temperature 10 1440 > th dose dependent rect. 21 2
135 107.41 temperature 15 270 > th dose dependent rect. 11 10
140 107.43 temperature 30 1440 < th dose dependent rect. 19 8
166 107.54 temperature 10 1440 > th dose dependent sin 14 NA
371 108.13 temperature 30 1440 < th dose dependent sin 13 NA
506 108.52 temperature 20 4320 > th dose independent rect. 21 2
555 108.64 wind 1 1440 > th dose independent rect. 5 1
586 108.72 temperature 25 1440 < th dose dependent rect. 11 18
587 108.73 temperature 25 10 > th dose independent rect. 13 9
630 108.83 temperature 15 270 > th dose dependent rect. 24 21
631 108.84 wind 1 1440 < th dose independent rect. 4 2
648 108.87 temperature 25 1440 < th dose dependent rect. 1 2
678 108.94 temperature 20 4320 > th dose independent rect. 20 4
733 109.06 temperature 20 4320 < th dose independent rect. 21 2
753 109.12 temperature 15 90 > th dose dependent rect. 3 18
793 109.21 temperature 10 720 > th dose dependent rect. 2 22
842 109.32 temperature 20 4320 < th dose independent rect. 20 4
944 109.54 temperature 20 10 > th dose dependent sin 16 NA