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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.

Os07g0162900

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.23 (0.0363) R2 : 0.715
β1 : 0.442 (0.155) R2dD : 0.00818 R2D : -0.00357
β2 : 2.76 (0.0882) R2dC : 0.64 R2C : 0.507
β3 : -1.89 (0.117) R2dE : 0.195 R2E : 0.036
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -2.31 (0.375) R2dD*E : 0.0362 R2D*E : -0.00119
γ1 : 0.112 (0.0812) R2dN8 : 0.00173 R2N8 : 0.00582
σ : 0.652
deviance : 196.21
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_____
C
peak time of C : 14.8
E
wheather : temperature
threshold : 21.7
memory length : 652
response mode : < th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 0.482
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 = 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
196.4 0.658 5.24 0.509 2.77 -1.84 0.449 -2.54 0.106 14.9 21.6 709 0.9 --
212.12 0.678 5.28 -0.0504 2.76 -1.87 -0.43 -- 0.0143 14.8 21.7 638 0.462 --
196.21 0.652 5.23 0.442 2.76 -1.89 -- -2.31 0.112 14.8 21.7 652 0.482 --
212.66 0.679 5.29 -0.0657 2.77 -1.87 -- -- -0.0214 14.8 21.66 632 0.422 --
527.57 1.07 5.27 -0.0161 -- -2.22 -- -1.15 -0.0965 -- 22.5 103 1.35 --
305.87 0.82 5.21 0.383 2.59 -- 0.212 -- 0.396 15.6 -- -- -- --
306.01 0.819 5.21 0.387 2.59 -- -- -- 0.397 15.6 -- -- -- --
271.68 0.768 5.21 0.258 -- -2.43 -- -- 0.323 -- 27.52 3 2.3 --
212.76 0.679 5.29 -- 2.76 -1.85 -- -- -0.0109 14.8 21.66 632 0.447 --
680.51 1.22 5.21 0.278 -- -- -- -- 0.328 -- -- -- -- --
309.95 0.824 5.22 -- 2.59 -- -- -- 0.354 15.6 -- -- -- --
273.4 0.77 5.22 -- -- -2.43 -- -- 0.288 -- 27.5 4 2.29 --
682.55 1.22 5.21 -- -- -- -- -- 0.297 -- -- -- -- --

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
1 183.67 temperature 10 720 > th dose dependent rect. 21 12
3 187.55 temperature 10 720 > th dose dependent rect. 4 5
4 187.76 temperature 30 720 < th dose dependent rect. 1 4
18 193.55 temperature 30 720 < th dose dependent rect. 24 11
73 200.22 temperature 30 720 < th dose dependent sin 7 NA
103 201.98 temperature 10 270 > th dose dependent rect. 4 13
192 205.94 temperature 15 720 > th dose dependent rect. 21 19
253 208.06 temperature 20 720 > th dose dependent sin 7 NA
266 208.54 temperature 10 720 > th dose dependent sin 7 NA
436 213.26 temperature 25 720 < th dose dependent no NA NA
502 215.73 temperature 25 720 < th dose dependent rect. 5 23
547 216.86 temperature 10 720 > th dose dependent rect. 13 20
738 222.28 temperature 20 720 > th dose independent rect. 4 5
752 222.82 temperature 10 270 > th dose dependent rect. 2 23