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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.

Os01g0596000

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 : 3.28 (0.0264) R2 : 0.574
β1 : -1.04 (0.104) R2dD : 0.115 R2D : 0.22
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.41 (0.145) R2dE : 0.31 R2E : 0.455
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.224 (0.0579) R2dN8 : 0.0201 R2N8 : 0.0239
σ : 0.49
deviance : 110.77
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 18.2
memory length : 695
response mode : < th
dose dependency : dose independent
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 independent, 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
100.33 0.471 3.23 -0.926 0.232 1.66 -0.241 -2.49 -0.206 8.1 18.2 721 -- --
107.13 0.482 3.27 -1.06 0.23 2.36 -0.622 -- -0.242 7.98 18 696 -- --
100.5 0.467 3.23 -0.927 0.231 1.66 -- -2.53 -0.208 8.22 18.2 720 -- --
108.26 0.485 3.27 -1.07 0.222 2.39 -- -- -0.237 7.61 18.09 704 -- --
103.38 0.474 3.23 -0.896 -- 1.72 -- -2.51 -0.19 -- 18.22 720 -- --
165.5 0.603 3.32 -1.66 0.384 -- -0.973 -- -0.474 9.13 -- -- -- --
168.79 0.608 3.32 -1.69 0.386 -- -- -- -0.474 9.37 -- -- -- --
110.77 0.49 3.28 -1.04 -- 2.41 -- -- -0.224 -- 18.2 695 -- --
133.69 0.539 3.24 -- 0.18 2.93 -- -- -0.074 7.23 18.2 694 -- --
177.48 0.623 3.33 -1.7 -- -- -- -- -0.472 -- -- -- -- --
244.46 0.731 3.28 -- 0.388 -- -- -- -0.285 9.7 -- -- -- --
135.14 0.541 3.24 -- -- 2.77 -- -- -0.0569 -- 18.4 693 -- --
253.41 0.743 3.29 -- -- -- -- -- -0.284 -- -- -- -- --

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
1 100.38 temperature 20 720 < th dose dependent rect. 16 15
5 100.57 temperature 20 720 < th dose dependent sin 12 NA
18 100.95 temperature 20 720 < th dose dependent rect. 9 22
25 101.10 temperature 20 720 < th dose dependent rect. 23 23
45 101.35 temperature 20 720 < th dose dependent rect. 19 23
61 101.55 temperature 20 720 < th dose dependent no NA NA
241 105.96 temperature 10 720 > th dose dependent rect. 18 21
242 106.02 temperature 10 720 > th dose dependent rect. 19 19
280 106.81 temperature 10 720 > th dose dependent rect. 18 16
356 108.11 temperature 25 1440 < th dose dependent rect. 8 2
368 108.36 temperature 20 1440 < th dose dependent rect. 2 12
445 108.96 temperature 25 1440 < th dose dependent sin 3 NA
470 109.18 temperature 25 1440 < th dose dependent rect. 5 8
494 109.32 temperature 10 720 > th dose dependent sin 9 NA
588 109.98 temperature 20 4320 < th dose dependent rect. 3 1
711 110.86 temperature 20 720 > th dose independent rect. 18 21
778 111.34 temperature 10 1440 > th dose dependent rect. 7 4
779 111.35 temperature 10 1440 > th dose dependent rect. 8 2
781 111.35 temperature 10 720 > th dose dependent rect. 12 23
874 111.81 temperature 20 720 < th dose independent rect. 23 20
915 111.98 temperature 10 720 > th dose dependent no NA NA