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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.

Os11g0208400

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 : 5.5 (0.033) R2 : 0.812
β1 : 1.3 (0.122) R2dD : 0.05 R2D : 0.0572
β2 : 3.09 (0.0875) R2dC : 0.558 R2C : 0.66
β3 : 1.75 (0.131) R2dE : 0.0813 R2E : 0.212
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.306 (0.0705) R2dN8 : 0.0104 R2N8 : -0.00369
σ : 0.616
deviance : 175.08
__
_____
C
peak time of C : 19.8
E
wheather : temperature
threshold : 25.8
memory length : 122
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
169.51 0.612 5.52 1.26 3.12 1.81 1.42 -0.798 0.281 19.8 25.79 104 -- --
169.68 0.607 5.51 1.34 3.11 1.74 1.39 -- 0.303 19.8 25.79 111 -- --
175.03 0.616 5.51 1.26 3.09 1.8 -- -0.401 0.297 19.8 25.84 119 -- --
175.08 0.616 5.5 1.3 3.09 1.75 -- -- 0.306 19.8 25.8 122 -- --
476.68 1.02 5.61 -0.202 -- 3.98 -- -6.06 -0.293 -- 24.69 498 -- --
216.63 0.69 5.49 1.61 3.49 -- 1.69 -- 0.378 19.2 -- -- -- --
224.13 0.701 5.49 1.57 3.5 -- -- -- 0.382 19.1 -- -- -- --
477.41 1.02 5.49 0.845 -- 3.69 -- -- -0.0127 -- 24.49 490 -- --
218.16 0.688 5.54 -- 3.01 2.07 -- -- 0.139 19.9 25.62 121 -- --
870.98 1.38 5.41 1.51 -- -- -- -- 0.32 -- -- -- -- --
289.28 0.796 5.53 -- 3.48 -- -- -- 0.207 19.2 -- -- -- --
495.74 1.04 5.52 -- -- 3.83 -- -- -0.129 -- 24.4 498 -- --
930.81 1.42 5.45 -- -- -- -- -- 0.153 -- -- -- -- --

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
1 157.13 temperature 30 270 < th dose dependent rect. 5 15
8 160.80 temperature 10 270 > th dose dependent sin 1 NA
18 162.74 temperature 10 90 > th dose dependent sin 22 NA
26 163.69 temperature 15 270 > th dose dependent rect. 8 10
29 164.01 temperature 30 270 < th dose dependent sin 0 NA
39 164.55 temperature 15 270 > th dose dependent rect. 1 15
87 166.80 temperature 25 90 > th dose dependent rect. 9 12
101 167.22 temperature 30 270 < th dose independent rect. 5 15
107 167.36 temperature 30 270 < th dose independent rect. 4 17
129 167.85 temperature 30 90 < th dose independent rect. 6 17
175 168.80 temperature 25 90 > th dose dependent rect. 9 20
206 169.16 temperature 25 90 > th dose dependent rect. 1 20
263 169.72 temperature 25 270 > th dose dependent rect. 18 22
438 171.23 temperature 10 270 > th dose dependent rect. 8 22
440 171.26 temperature 25 90 > th dose dependent no NA NA
488 171.46 temperature 10 270 > th dose dependent rect. 9 19
627 172.63 temperature 30 720 < th dose dependent rect. 5 6
768 173.48 temperature 10 270 > th dose dependent rect. 10 17
826 173.91 temperature 30 270 < th dose independent rect. 14 22
860 174.20 temperature 10 720 > th dose dependent rect. 2 11
883 174.28 temperature 30 720 < th dose dependent rect. 7 2