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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.

Os11g0286800

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

Description : Terpene synthase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.66 (0.0618) R2 : 0.8
β1 : -0.583 (0.309) R2dD : 0.00558 R2D : 0.0554
β2 : 1.73 (0.116) R2dC : 0.0985 R2C : 0.0637
β3 : -5.1 (0.194) R2dE : 0.412 R2E : 0.546
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 8.12 (1) R2dD*E : 0.101 R2D*E : 0.275
γ1 : 0.503 (0.127) R2dN8 : 0.0153 R2N8 : -0.0455
σ : 0.869
deviance : 348.03
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_____
C
peak time of C : 15.2
E
wheather : temperature
threshold : 19.21
memory length : 5177
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 19.8
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 = sin)

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
348.4 0.877 4.67 -0.672 1.58 -5.01 -0.416 7.61 0.488 15.1 19.11 5295 19.8 --
370.67 0.897 4.78 -1.24 1.39 -5.85 -0.734 -- 0.854 14.4 13.68 11229 20.8 --
348.03 0.869 4.66 -0.583 1.73 -5.1 -- 8.12 0.503 15.2 19.21 5177 19.8 --
370.48 0.896 4.76 -1.34 1.36 -5.84 -- -- 0.821 14.5 13.3 11197 20.2 --
459.48 0.998 4.42 -0.316 -- -5.06 -- 6.75 1.31 -- 17.76 9823 19.4 --
902.7 1.41 5.19 -4.95 1.59 -- -0.173 -- -1.04 13.8 -- -- -- --
902.81 1.41 5.19 -4.96 1.59 -- -- -- -1.04 13.8 -- -- -- --
411.83 0.945 4.65 -1.45 -- -6.67 -- -- 0.919 -- 6.192 10941 11 --
396.99 0.928 4.61 -- 1.53 -6.47 -- -- 1.49 13.2 12.11 13184 0.0459 --
1055.49 1.52 5.21 -5.02 -- -- -- -- -1.07 -- -- -- -- --
1550.61 1.84 5.06 -- 1.68 -- -- -- -0.484 13.9 -- -- -- --
394.85 0.925 4.63 -- -- -7.67 -- -- 1.51 -- -24.25 13379 7.6 --
1720.99 1.94 5.08 -- -- -- -- -- -0.516 -- -- -- -- --

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
1 342.88 temperature 20 14400 > th dose dependent rect. 10 2
9 345.79 temperature 20 14400 > th dose dependent rect. 9 8
30 347.27 temperature 25 14400 < th dose independent rect. 9 8
41 348.16 temperature 25 14400 > th dose independent rect. 9 8
58 349.17 temperature 20 14400 > th dose dependent sin 22 NA
82 349.92 temperature 25 14400 > th dose independent rect. 16 1
177 352.02 temperature 25 14400 < th dose independent rect. 16 1
187 352.18 temperature 25 14400 > th dose independent rect. 14 5
196 352.37 temperature 25 14400 < th dose independent sin 23 NA
204 352.54 temperature 25 14400 > th dose independent rect. 13 7
206 352.55 temperature 25 14400 < th dose independent rect. 11 1
221 352.81 temperature 25 14400 < th dose independent rect. 14 5
224 352.83 temperature 25 14400 < th dose independent rect. 13 7
266 353.38 temperature 30 14400 < th dose dependent rect. 9 2
289 353.75 temperature 25 14400 > th dose independent sin 23 NA
568 356.49 temperature 20 14400 > th dose independent rect. 16 10
620 356.83 temperature 20 14400 > th dose independent rect. 15 12
632 356.90 temperature 20 14400 > th dose independent sin 15 NA
645 357.03 temperature 20 14400 > th dose independent rect. 14 14
654 357.06 temperature 15 14400 > th dose dependent rect. 15 23
656 357.07 temperature 15 14400 > th dose dependent rect. 20 23
676 357.15 temperature 15 14400 > th dose dependent no NA NA
693 357.24 temperature 25 14400 > th dose independent rect. 11 1
746 357.58 temperature 20 14400 > th dose independent rect. 11 18
835 358.22 temperature 20 14400 > th dose independent rect. 19 5
937 358.86 temperature 20 14400 < th dose independent rect. 16 9
945 358.91 temperature 20 14400 < th dose independent sin 16 NA
983 359.16 temperature 20 14400 < th dose independent rect. 14 14
994 359.26 temperature 20 14400 < th dose independent rect. 15 12