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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.

Os03g0418000

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

Description : Similar to Basic endochitinase 2 precursor (EC 3.2.1.14).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.33 (0.0347) R2 : 0.639
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.75 (0.0831) R2dC : 0.369 R2C : 0.453
β3 : -1.08 (0.0942) R2dE : 0.126 R2E : 0.247
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.354 (0.0771) R2dN8 : 0.0248 R2N8 : 0.0564
σ : 0.641
deviance : 189.12
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_____
C
peak time of C : 12.4
E
wheather : temperature
threshold : 22.22
memory length : 869
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
181.84 0.634 4.3 0.568 1.74 -1.15 -0.718 0.545 -0.246 12.4 22.26 870 -- --
182.85 0.63 4.3 0.415 1.73 -1.17 -0.764 -- -0.259 12.4 22.3 901 -- --
183.84 0.632 4.3 0.626 1.74 -1.15 -- 0.809 -0.229 12.4 22.24 877 -- --
185.91 0.635 4.32 0.365 1.74 -1.15 -- -- -0.281 12.4 22.2 869 -- --
366.41 0.892 4.29 0.781 -- -1.59 -- 0.966 -0.0859 -- 22.29 889 -- --
240.48 0.727 4.4 0.0192 1.95 -- -0.848 -- -0.677 12.2 -- -- -- --
243.59 0.731 4.4 -0.0141 1.96 -- -- -- -0.681 12.2 -- -- -- --
363.8 0.888 4.3 0.779 -- -1.69 -- -- -0.0418 -- 24.7 907 -- --
189.12 0.641 4.33 -- 1.75 -1.08 -- -- -0.354 12.4 22.22 869 -- --
484.14 1.03 4.44 -0.0777 -- -- -- -- -0.71 -- -- -- -- --
243.6 0.73 4.4 -- 1.96 -- -- -- -0.679 12.2 -- -- -- --
367.3 0.893 4.31 -- -- -1.66 -- -- -0.143 -- 24.71 956 -- --
484.29 1.03 4.44 -- -- -- -- -- -0.702 -- -- -- -- --

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
1 180.14 temperature 10 720 > th dose dependent rect. 19 18
3 180.42 temperature 20 720 > th dose dependent rect. 21 16
4 180.60 temperature 10 720 > th dose dependent rect. 21 16
7 181.14 temperature 20 720 > th dose dependent sin 8 NA
39 183.95 temperature 30 720 < th dose dependent rect. 17 19
40 183.98 temperature 30 720 < th dose dependent rect. 20 16
46 184.20 temperature 20 720 > th dose dependent rect. 1 8
87 185.53 temperature 30 720 < th dose dependent sin 8 NA
213 187.41 temperature 10 720 > th dose dependent rect. 1 8
219 187.44 temperature 25 720 < th dose dependent rect. 24 22
237 187.74 temperature 30 1440 < th dose dependent rect. 17 2
262 187.94 temperature 20 1440 > th dose dependent rect. 17 2
268 188.02 temperature 30 1440 < th dose dependent rect. 17 5
329 188.61 temperature 25 720 < th dose dependent no NA NA
350 188.70 wind 9 43200 > th dose dependent rect. 18 12
384 188.92 temperature 10 720 > th dose dependent rect. 1 23
390 188.96 temperature 15 270 > th dose dependent rect. 1 21
415 189.17 temperature 30 1440 < th dose dependent rect. 16 10
432 189.27 temperature 15 1440 > th dose dependent rect. 17 9
459 189.39 temperature 25 720 < th dose dependent rect. 4 23
489 189.54 temperature 15 270 > th dose dependent rect. 23 23
497 189.59 temperature 20 270 > th dose dependent rect. 2 19
520 189.73 temperature 10 720 > th dose dependent rect. 12 23
524 189.75 temperature 25 1440 < th dose dependent rect. 21 1
554 189.86 temperature 10 720 > th dose dependent rect. 21 23
569 189.92 temperature 25 720 < th dose dependent rect. 6 23
651 190.28 wind 9 43200 > th dose independent rect. 18 12
688 190.36 temperature 15 1440 > th dose dependent sin 14 NA
695 190.39 temperature 30 1440 < th dose dependent sin 14 NA
894 190.99 temperature 10 720 > th dose dependent rect. 8 23
932 191.12 temperature 15 720 > th dose dependent no NA NA