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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.

Os12g0114400

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 : 4.22 (0.0342) R2 : 0.647
β1 : 0.816 (0.125) R2dD : 0.0342 R2D : 0.0185
β2 : 2.47 (0.0883) R2dC : 0.607 R2C : 0.587
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.442 (0.0729) R2dN8 : 0.038 R2N8 : 0.00861
σ : 0.642
deviance : 187.95
__
_____
C
peak time of C : 19.2
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
167.03 0.607 4.18 1.13 2.34 0.562 0.797 4.06 0.497 19.6 25.49 7 -- --
172.09 0.611 4.22 0.771 2.34 0.999 0.791 -- 0.455 19.6 27.2 39 -- --
168.8 0.605 4.18 1.1 2.34 0.579 -- 4.07 0.499 19.6 25.6 6 -- --
173.51 0.613 4.22 0.694 2.32 1.05 -- -- 0.441 19.6 27.13 40 -- --
368.27 0.894 4.12 1.34 -- 1.86 -- 4.84 0.466 -- 24.3 423 -- --
185.32 0.638 4.22 0.837 2.46 -- 0.995 -- 0.439 19.2 -- -- -- --
187.95 0.642 4.22 0.816 2.47 -- -- -- 0.442 19.2 -- -- -- --
353.59 0.876 4.21 0.366 -- 2.32 -- -- 0.181 -- 24.4 458 -- --
185.29 0.634 4.24 -- 2.27 1.13 -- -- 0.333 19.8 26.22 62 -- --
509.59 1.05 4.16 0.771 -- -- -- -- 0.399 -- -- -- -- --
205.52 0.671 4.24 -- 2.46 -- -- -- 0.351 19.2 -- -- -- --
356.99 0.88 4.23 -- -- 2.38 -- -- 0.128 -- 24.3 461 -- --
525.26 1.07 4.18 -- -- -- -- -- 0.313 -- -- -- -- --

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
1 163.37 temperature 25 270 > th dose dependent rect. 8 7
3 163.68 temperature 25 90 > th dose dependent sin 0 NA
10 163.86 temperature 25 270 > th dose independent rect. 8 8
17 164.13 temperature 25 10 > th dose dependent sin 22 NA
38 164.58 temperature 25 270 > th dose dependent sin 4 NA
126 165.75 temperature 25 270 > th dose independent rect. 24 16
236 166.42 temperature 25 10 > th dose dependent rect. 9 21
239 166.44 temperature 25 270 > th dose independent sin 1 NA
315 166.81 radiation 40 270 < th dose independent rect. 3 9
377 166.98 temperature 25 10 > th dose dependent rect. 13 23
383 166.99 temperature 25 10 > th dose dependent rect. 11 23
457 167.30 temperature 25 10 > th dose dependent rect. 17 23
477 167.34 temperature 25 10 > th dose dependent no NA NA
550 167.58 radiation 40 270 < th dose dependent rect. 15 21
646 167.95 temperature 30 90 < th dose independent rect. 5 8
673 168.06 temperature 30 270 < th dose independent rect. 3 9
674 168.06 radiation 20 270 < th dose independent rect. 15 21
678 168.08 temperature 30 90 < th dose dependent sin 22 NA
717 168.23 temperature 25 10 > th dose dependent rect. 15 23
735 168.29 temperature 30 10 < th dose dependent sin 21 NA
744 168.31 temperature 30 90 < th dose independent rect. 3 23
745 168.31 radiation 40 270 < th dose independent rect. 3 23
807 168.50 radiation 40 270 < th dose dependent rect. 3 23
808 168.51 radiation 20 270 < th dose independent rect. 3 20
818 168.54 radiation 40 270 < th dose independent rect. 14 23
898 168.77 radiation 20 270 < th dose independent rect. 3 22
923 168.88 radiation 10 270 > th dose dependent rect. 11 23
972 169.11 radiation 40 270 < th dose dependent rect. 3 9
976 169.12 radiation 40 270 < th dose dependent rect. 3 20