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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.

Os01g0216500

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

Description : Lipolytic enzyme, G-D-S-L family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.63 (0.0379) R2 : 0.35
β1 : 1.14 (0.141) R2dD : 0.104 R2D : 0.0617
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.19 (0.105) R2dE : 0.219 R2E : 0.204
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.288 (0.0858) R2dN8 : 0.0251 R2N8 : 0.0801
σ : 0.696
deviance : 223.07
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 21.86
memory length : 660
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
212.88 0.686 5.65 0.938 0.416 -1.19 0.311 -0.691 -0.357 6.17 21.7 783 -- --
214.17 0.682 5.62 1.11 0.416 -1.14 0.553 -- -0.309 6.32 21.85 774 -- --
213.1 0.68 5.65 0.919 0.414 -1.2 -- -0.764 -0.363 6.14 21.72 778 -- --
214.91 0.683 5.63 1.12 0.418 -1.15 -- -- -0.31 6.13 21.85 774 -- --
221.32 0.693 5.65 0.945 -- -1.24 -- -0.765 -0.338 -- 21.79 725 -- --
266.4 0.765 5.7 0.703 0.58 -- 0.604 -- -0.665 7.45 -- -- -- --
267.4 0.766 5.7 0.716 0.581 -- -- -- -0.666 7.43 -- -- -- --
223.07 0.696 5.63 1.14 -- -1.19 -- -- -0.288 -- 21.86 660 -- --
244.18 0.728 5.66 -- 0.456 -0.877 -- -- -0.485 6.47 22.22 737 -- --
285.41 0.789 5.71 0.726 -- -- -- -- -0.656 -- -- -- -- --
280.93 0.784 5.72 -- 0.588 -- -- -- -0.746 7.35 -- -- -- --
254.43 0.743 5.67 -- -- -0.958 -- -- -0.469 -- 21.94 638 -- --
299.3 0.808 5.73 -- -- -- -- -- -0.737 -- -- -- -- --

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
1 207.51 temperature 15 270 > th dose dependent sin 7 NA
4 208.94 temperature 30 270 < th dose dependent sin 7 NA
10 210.12 temperature 10 720 > th dose dependent rect. 21 10
13 211.02 temperature 10 720 > th dose dependent rect. 19 14
18 212.11 temperature 30 270 < th dose dependent rect. 23 12
23 212.80 temperature 25 270 < th dose dependent rect. 24 21
42 214.14 temperature 25 720 < th dose dependent rect. 17 15
53 214.63 temperature 25 720 < th dose dependent sin 11 NA
104 215.88 temperature 30 720 < th dose dependent rect. 23 7
139 216.49 temperature 20 270 > th dose dependent rect. 21 16
205 217.57 temperature 20 270 > th dose dependent rect. 19 20
243 218.07 temperature 25 720 < th dose dependent rect. 11 22
277 218.47 temperature 25 720 < th dose dependent no NA NA
298 218.67 temperature 15 270 > th dose dependent rect. 17 22
496 221.01 wind 9 43200 > th dose dependent rect. 18 13
551 221.68 temperature 20 1440 < th dose independent rect. 5 1
583 222.05 temperature 20 720 > th dose independent rect. 19 14
590 222.12 temperature 20 720 > th dose independent rect. 21 10
593 222.16 temperature 20 720 > th dose independent rect. 21 12
635 222.57 temperature 20 1440 > th dose dependent rect. 24 1
670 222.79 wind 9 43200 > th dose independent rect. 18 13
712 223.09 temperature 25 1440 < th dose dependent rect. 17 5
727 223.15 temperature 25 1440 < th dose dependent rect. 21 1
783 223.45 temperature 10 1440 > th dose dependent rect. 24 1
801 223.53 temperature 20 1440 > th dose independent rect. 5 1
876 223.93 temperature 25 720 < th dose dependent rect. 1 2
945 224.19 wind 9 43200 > th dose dependent rect. 18 9
966 224.26 wind 9 43200 > th dose dependent rect. 18 7
993 224.37 temperature 25 1440 < th dose dependent rect. 4 1