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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.

Os07g0526600

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 : 2.77 (0.0392) R2 : 0.207
β1 : -0.416 (0.142) R2dD : 0.0189 R2D : -0.0507
β2 : -- (--) R2dC : -- R2C : --
β3 : -13.3 (2.26) R2dE : 1.44 R2E : -2.24
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -70 (9.18) R2dD*E : 2.41 R2D*E : -1.22
γ1 : 0.0846 (0.0752) R2dN8 : 0.00296 R2N8 : -0.032
σ : 0.656
deviance : 198.56
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_____
C
peak time of C : --
E
wheather : wind
threshold : 8.9
memory length : 80
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 6.15
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, 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
195.27 0.657 2.76 -0.429 0.198 -14 -0.775 -74 0.0811 6.2 8.863 84 6.14 --
237.58 0.723 2.9 -0.0741 0.145 3.35 0.25 -- 0.0342 10.1 8.863 84 6.14 --
196.01 0.652 2.76 -0.405 0.219 -13 -- -69.5 0.0838 7.96 8.857 84 6.1 --
214.89 0.683 2.91 -0.000364 0.277 3.69 -- -- 0.0594 8.92 8.5 76 5.04 --
198.56 0.656 2.77 -0.416 -- -13.3 -- -70 0.0846 -- 8.9 80 6.15 --
248.68 0.739 2.91 -0.109 0.116 -- 0.347 -- 0.0212 10.2 -- -- -- --
249.16 0.739 2.91 -0.0956 0.114 -- -- -- 0.0219 10.1 -- -- -- --
215.93 0.684 2.89 0.0871 -- 3.65 -- -- 0.0978 -- 8.459 76 4.61 --
213.59 0.681 2.89 -- 0.193 3.78 -- -- 0.0845 8.47 8.4 69 4.58 --
249.95 0.739 2.91 -0.0971 -- -- -- -- 0.0218 -- -- -- -- --
249.4 0.739 2.91 -- 0.115 -- -- -- 0.0326 10.2 -- -- -- --
215.57 0.684 2.9 -- -- 3.71 -- -- 0.0869 -- 8.416 69 4.49 --
250.2 0.738 2.91 -- -- -- -- -- 0.0325 -- -- -- -- --

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
1 195.60 wind 9 10 > th dose independent rect. 18 1
4 195.60 wind 9 10 > th dose dependent rect. 18 1
7 196.20 wind 9 90 > th dose dependent rect. 17 9
16 196.27 wind 9 90 > th dose dependent rect. 17 6
34 196.82 wind 9 90 > th dose independent rect. 17 9
44 196.94 wind 9 90 > th dose independent rect. 17 6
65 198.53 wind 9 90 > th dose independent sin 12 NA
68 199.07 wind 9 90 < th dose independent sin 12 NA
79 201.30 wind 9 90 > th dose dependent sin 12 NA
150 205.96 humidity 70 90 < th dose independent rect. 16 1
253 217.07 wind 9 10 > th dose independent sin 11 NA
255 217.31 wind 9 10 > th dose independent rect. 17 5
537 222.05 wind 9 10 < th dose independent sin 10 NA
596 222.78 atmosphere 1005 10 > th dose dependent rect. 17 1
703 224.56 wind 7 90 > th dose dependent rect. 20 6
735 225.17 wind 7 90 > th dose dependent rect. 20 12
759 225.57 atmosphere 1005 90 > th dose independent rect. 16 2
782 226.10 wind 7 30 > th dose independent rect. 21 5
800 226.43 wind 7 90 > th dose independent rect. 21 1
804 226.47 wind 7 90 > th dose dependent rect. 21 1
901 227.39 wind 7 30 > th dose independent rect. 21 11