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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.

Os09g0425500

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

Description : Non-protein coding transcript, unclassifiable transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.26 (0.0473) R2 : 0.291
β1 : 1.94 (0.177) R2dD : 0.206 R2D : 0.0795
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.73 (0.167) R2dE : 0.186 R2E : 0.0596
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.558 (0.103) R2dN8 : 0.0645 R2N8 : -0.0272
σ : 0.879
deviance : 356.03
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.8
memory length : 740
response mode : > th
dose dependency : dose dependent
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 dependent, 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
339.44 0.866 5.27 1.87 0.517 -1.91 -0.625 -0.523 0.553 23.9 22.97 818 -- --
339.57 0.858 5.26 1.98 0.519 -1.97 -0.677 -- 0.584 23.7 23 806 -- --
340.97 0.86 5.28 1.83 0.512 -1.94 -- -0.849 0.552 23.4 22.9 791 -- --
341.55 0.861 5.26 2.01 0.527 -2.01 -- -- 0.591 23.3 23 793 -- --
354.26 0.877 5.3 1.55 -- -1.59 -- -1.82 0.453 -- 22.43 723 -- --
431.99 0.974 5.31 1.49 0.401 -- -0.32 -- 0.283 4.72 -- -- -- --
432.08 0.973 5.31 1.5 0.405 -- -- -- 0.284 5.23 -- -- -- --
356.03 0.879 5.26 1.94 -- -1.73 -- -- 0.558 -- 22.8 740 -- --
440.41 0.977 5.34 -- 0.433 -1.43 -- -- 0.262 0.347 24.21 789 -- --
440.68 0.981 5.31 1.51 -- -- -- -- 0.295 -- -- -- -- --
491.13 1.04 5.35 -- 0.431 -- -- -- 0.118 5.1 -- -- -- --
446.14 0.984 5.38 -- -- -1.43 -- -- 0.0194 -- 28.46 763 -- --
500.9 1.04 5.35 -- -- -- -- -- 0.127 -- -- -- -- --

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
1 335.87 temperature 10 1440 > th dose dependent rect. 15 3
61 339.03 temperature 10 720 > th dose dependent rect. 6 18
103 340.96 temperature 25 720 > th dose dependent rect. 13 21
127 341.72 temperature 30 1440 < th dose dependent rect. 16 2
152 342.56 temperature 20 720 > th dose dependent sin 20 NA
208 343.61 temperature 10 720 > th dose dependent rect. 12 13
363 345.94 temperature 20 720 > th dose dependent rect. 20 23
422 346.35 temperature 20 720 > th dose dependent no NA NA
427 346.37 temperature 25 720 > th dose dependent rect. 15 23
726 348.26 temperature 30 720 < th dose dependent rect. 8 13
751 348.39 temperature 25 1440 < th dose independent rect. 17 4
763 348.46 temperature 25 1440 < th dose independent rect. 15 6
770 348.48 temperature 10 720 > th dose dependent rect. 12 22
902 349.07 temperature 25 1440 > th dose independent rect. 15 6