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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.

Os11g0202200

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 : 5.48 (0.0385) R2 : 0.637
β1 : 1.06 (0.142) R2dD : 0.0471 R2D : 0.0613
β2 : 2.01 (0.0962) R2dC : 0.366 R2C : 0.456
β3 : -1.31 (0.111) R2dE : 0.119 R2E : 0.224
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0323 (0.0826) R2dN8 : 0.00016 R2N8 : -0.00221
σ : 0.718
deviance : 237.6
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_____
C
peak time of C : 21.6
E
wheather : temperature
threshold : 28.56
memory length : 377
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
236.4 0.722 5.46 1.2 2.02 -1.24 -0.397 -1.06 0.0719 21.6 28.51 368 -- --
237.13 0.717 5.48 1.05 2.01 -1.32 -0.363 -- 0.033 21.6 28.54 379 -- --
236.83 0.717 5.46 1.21 2.01 -1.22 -- -1.05 0.0613 21.6 28.47 367 -- --
237.6 0.718 5.48 1.06 2.01 -1.31 -- -- 0.0323 21.6 28.56 377 -- --
399.83 0.931 5.47 0.686 -- -2.5 -- 1 -0.158 -- 28.37 634 -- --
281.94 0.787 5.46 1.31 2.43 -- 0.121 -- 0.176 20.5 -- -- -- --
281.99 0.786 5.46 1.3 2.43 -- -- -- 0.175 20.5 -- -- -- --
398.98 0.93 5.45 0.823 -- -2.49 -- -- -0.0869 -- 28.45 643 -- --
266.47 0.76 5.51 -- 1.97 -1.48 -- -- -0.086 21.8 28.58 386 -- --
611.53 1.16 5.39 1.29 -- -- -- -- 0.152 -- -- -- -- --
326.61 0.845 5.49 -- 2.42 -- -- -- 0.0306 20.5 -- -- -- --
416.58 0.951 5.47 -- -- -2.56 -- -- -0.168 -- 28.5 660 -- --
655.43 1.19 5.43 -- -- -- -- -- 0.00869 -- -- -- -- --

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
1 239.59 temperature 30 270 < th dose independent rect. 5 22
2 240.26 temperature 25 270 > th dose dependent rect. 9 12
14 241.39 temperature 25 270 > th dose dependent rect. 9 17
21 241.45 temperature 25 270 > th dose dependent rect. 9 20
30 241.63 temperature 25 270 > th dose dependent sin 22 NA
55 242.72 temperature 25 270 > th dose dependent rect. 1 20
57 242.76 temperature 25 270 > th dose dependent rect. 4 17
131 243.86 temperature 25 270 > th dose dependent no NA NA
155 244.46 temperature 25 270 > th dose dependent rect. 19 23
158 244.52 temperature 30 270 < th dose independent rect. 14 22
159 244.54 temperature 30 720 < th dose independent rect. 24 17
164 244.69 temperature 30 270 < th dose independent rect. 6 15
180 245.03 temperature 25 270 > th dose dependent rect. 17 23
213 245.85 temperature 30 720 < th dose independent rect. 7 10
245 246.42 temperature 30 720 < th dose independent rect. 15 2
307 247.15 temperature 30 720 < th dose independent rect. 9 18
411 247.92 temperature 30 720 < th dose independent rect. 9 13
507 248.50 temperature 30 720 < th dose independent rect. 24 23
522 248.55 temperature 30 270 < th dose independent sin 22 NA
548 248.68 temperature 30 720 < th dose independent rect. 5 7
564 248.74 temperature 30 270 > th dose independent rect. 10 9
579 248.75 humidity 70 90 < th dose independent rect. 13 22
694 249.07 temperature 30 270 < th dose dependent rect. 8 13
697 249.09 temperature 30 270 < th dose independent no NA NA
723 249.14 temperature 30 270 > th dose independent sin 22 NA
749 249.23 temperature 30 720 > th dose independent sin 1 NA
814 249.39 temperature 30 270 < th dose independent rect. 14 11
867 249.60 temperature 30 270 > th dose independent no NA NA
983 249.70 temperature 30 720 < th dose independent rect. 9 23