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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.

Os03g0283500

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

Description : Protein prenyltransferase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.99 (0.0395) R2 : 0.74
β1 : 1.32 (0.147) R2dD : 0.0487 R2D : 0.049
β2 : 2.51 (0.115) R2dC : 0.356 R2C : 0.521
β3 : 1.86 (0.157) R2dE : 0.108 R2E : 0.323
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.617 (0.086) R2dN8 : 0.0413 R2N8 : 0.0285
σ : 0.737
deviance : 250.21
__
_____
C
peak time of C : 19.8
E
wheather : temperature
threshold : 23.9
memory length : 327
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
241.46 0.73 4.99 1.38 2.56 1.79 1.78 0.145 0.613 19.9 23.67 295 -- --
241.44 0.724 5 1.35 2.54 1.81 1.77 -- 0.609 19.9 23.73 306 -- --
249.33 0.735 4.97 1.54 2.54 1.71 -- 1.49 0.677 19.7 23.72 331 -- --
250.21 0.737 4.99 1.32 2.51 1.86 -- -- 0.617 19.8 23.9 327 -- --
477.09 1.02 4.93 1.27 -- 3.51 -- 1.23 0.432 -- 24.3 508 -- --
297.17 0.808 4.96 1.7 3.23 -- 2.25 -- 0.834 19.2 -- -- -- --
310.48 0.825 4.96 1.66 3.24 -- -- -- 0.84 19.2 -- -- -- --
472.13 1.01 4.97 0.933 -- 3.69 -- -- 0.426 -- 24.31 493 -- --
291.86 0.796 5.03 -- 2.47 2.18 -- -- 0.392 19.9 22.43 317 -- --
864.5 1.37 4.88 1.6 -- -- -- -- 0.783 -- -- -- -- --
383.08 0.916 5 -- 3.22 -- -- -- 0.655 19.2 -- -- -- --
494.26 1.04 4.99 -- -- 3.84 -- -- 0.306 -- 24.27 499 -- --
931.97 1.42 4.92 -- -- -- -- -- 0.606 -- -- -- -- --

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
1 228.94 temperature 30 270 < th dose dependent sin 22 NA
2 228.95 temperature 30 270 < th dose dependent rect. 6 15
5 230.39 temperature 20 270 > th dose dependent rect. 10 11
6 230.72 temperature 10 270 > th dose dependent rect. 9 22
13 231.95 temperature 20 90 > th dose dependent sin 19 NA
23 232.72 temperature 20 270 > th dose dependent rect. 10 19
30 232.92 temperature 10 90 > th dose dependent sin 19 NA
36 233.44 temperature 20 90 > th dose dependent rect. 12 18
38 233.51 temperature 10 10 > th dose dependent sin 18 NA
51 233.95 temperature 20 270 > th dose dependent sin 22 NA
86 235.12 temperature 20 10 > th dose dependent rect. 12 19
90 235.23 temperature 20 10 > th dose dependent rect. 12 12
100 235.51 temperature 25 270 > th dose independent rect. 10 9
107 235.69 temperature 20 10 > th dose dependent rect. 12 17
306 239.79 temperature 30 270 < th dose independent rect. 6 15
364 240.72 temperature 25 10 > th dose independent rect. 12 8
377 240.85 temperature 30 720 < th dose dependent rect. 7 8
488 241.99 temperature 25 270 > th dose dependent rect. 17 23
549 242.57 temperature 20 270 > th dose dependent rect. 23 22
564 242.78 temperature 25 270 > th dose dependent rect. 1 19
745 243.95 temperature 25 270 > th dose dependent no NA NA
747 243.95 temperature 25 270 > th dose dependent rect. 4 23
812 244.41 temperature 30 270 < th dose independent rect. 15 22
910 245.43 temperature 25 720 > th dose dependent rect. 11 2
914 245.47 temperature 30 270 < th dose independent rect. 4 21
919 245.51 temperature 10 270 > th dose dependent rect. 20 23
947 245.81 temperature 25 270 < th dose independent sin 22 NA