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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.

Os02g0318100

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

Description : Similar to Alternative oxidase 1a, mitochondrial precursor (EC 1.-.-.-).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.41 (0.0457) R2 : 0.767
β1 : -1.63 (0.167) R2dD : 0.0525 R2D : 0.0799
β2 : 3.24 (0.115) R2dC : 0.434 R2C : 0.557
β3 : -2.57 (0.168) R2dE : 0.145 R2E : 0.267
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.223 (0.102) R2dN8 : 0.00359 R2N8 : -0.00664
σ : 0.843
deviance : 327.53
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_____
C
peak time of C : 14.9
E
wheather : temperature
threshold : 20.8
memory length : 24
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 1.07
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 = 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
317.28 0.837 5.37 -1.31 3.18 -2.59 1.27 2.3 0.326 15 20.8 16 1.21 --
321.95 0.836 5.4 -1.64 3.21 -2.58 1.26 -- 0.239 15 20.79 28 1.13 --
322.5 0.836 5.37 -1.28 3.21 -2.63 -- 2.37 0.324 14.9 20.8 16 1.11 --
327.53 0.843 5.41 -1.63 3.24 -2.57 -- -- 0.223 14.9 20.8 24 1.07 --
366.6 0.892 5.35 -1.68 -- -4.99 -- 0.382 0.304 -- 7.791 80 2.78 --
416.82 0.957 5.56 -2.07 3.94 -- 1.61 -- -0.296 16.1 -- -- -- --
424.24 0.965 5.55 -2.05 3.95 -- -- -- -0.287 16 -- -- -- --
360.51 0.884 5.43 -1.67 -- -4.75 -- -- 0.105 -- 6.156 81 2.77 --
396.02 0.927 5.35 -- 3.27 -2.89 -- -- 0.441 14.8 20.8 57 1.24 --
1273.75 1.67 5.54 -2.21 -- -- -- -- -0.392 -- -- -- -- --
534.95 1.08 5.5 -- 3.99 -- -- -- -0.0587 16 -- -- -- --
429.3 0.965 5.37 -- -- -5.01 -- -- 0.353 -- 9.058 96 2.9 --
1402.63 1.75 5.48 -- -- -- -- -- -0.147 -- -- -- -- --

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
1 319.93 temperature 30 90 < th dose dependent rect. 23 14
2 320.81 temperature 30 90 < th dose dependent rect. 23 16
3 321.70 temperature 20 10 > th dose dependent sin 7 NA
9 324.79 temperature 20 270 > th dose dependent rect. 18 16
19 328.45 temperature 30 10 < th dose dependent sin 6 NA
20 329.64 temperature 30 270 < th dose dependent rect. 21 14
21 329.74 temperature 30 270 < th dose dependent rect. 21 16
27 330.54 temperature 30 10 < th dose dependent rect. 23 13
37 331.53 temperature 30 10 < th dose dependent rect. 23 18
45 333.14 temperature 25 30 < th dose independent rect. 22 14
61 334.66 temperature 15 270 > th dose dependent rect. 2 9
135 340.58 temperature 20 10 > th dose dependent rect. 20 16
229 346.82 temperature 25 14400 < th dose dependent rect. 4 1
230 346.86 temperature 25 14400 < th dose dependent rect. 4 4
235 346.98 temperature 10 14400 > th dose dependent rect. 4 4
238 347.03 temperature 15 14400 > th dose dependent rect. 6 2
239 347.05 temperature 25 14400 < th dose dependent rect. 6 1
291 347.52 temperature 10 14400 > th dose dependent rect. 4 1
417 348.52 temperature 25 14400 < th dose dependent sin 7 NA
603 349.31 temperature 10 14400 > th dose dependent sin 8 NA