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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.

Os01g0878900

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

Description : Similar to 4,5-DOPA dioxygenase extradiol-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.95 (0.0703) R2 : 0.311
β1 : -1.19 (0.276) R2dD : 0.0348 R2D : 0.0631
β2 : 0.795 (0.18) R2dC : 0.0296 R2C : 0.0346
β3 : 3.41 (0.402) R2dE : 0.144 R2E : 0.225
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.55 (0.16) R2dN8 : 0.0283 R2N8 : 0.0466
σ : 1.29
deviance : 764.68
__
_____
C
peak time of C : 17.5
E
wheather : temperature
threshold : 22.77
memory length : 1359
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
764.67 1.3 4.91 -1.01 0.797 2.92 -0.392 -1.43 -0.455 17.6 23.85 1369 -- --
764.32 1.29 4.95 -1.19 0.797 3.4 -0.404 -- -0.545 17.6 22.8 1349 -- --
763.86 1.29 4.93 -1.07 0.793 3.18 -- -1.05 -0.522 17.5 22.92 1365 -- --
764.68 1.29 4.95 -1.19 0.795 3.41 -- -- -0.55 17.5 22.77 1359 -- --
796.33 1.31 4.92 -1.09 -- 3.28 -- -0.873 -0.526 -- 22.98 1307 -- --
884.66 1.39 5.07 -2.14 0.89 -- -0.629 -- -1.08 17.3 -- -- -- --
885.59 1.39 5.07 -2.14 0.886 -- -- -- -1.08 17.2 -- -- -- --
797.03 1.31 4.94 -1.19 -- 3.48 -- -- -0.554 -- 22.8 1307 -- --
794.74 1.31 4.9 -- 0.834 4.32 -- -- -0.36 17.4 22.28 1410 -- --
926.65 1.42 5.06 -2.17 -- -- -- -- -1.1 -- -- -- -- --
1006.11 1.48 5.02 -- 0.923 -- -- -- -0.841 17.1 -- -- -- --
806.73 1.32 4.9 -- -- 4.09 -- -- -0.397 -- 20.49 2762 -- --
1050.83 1.51 5.01 -- -- -- -- -- -0.861 -- -- -- -- --

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
1 756.58 temperature 25 1440 < th dose dependent rect. 12 12
9 757.76 temperature 25 1440 < th dose dependent rect. 19 1
20 759.52 temperature 25 1440 < th dose dependent sin 17 NA
188 768.48 temperature 25 1440 < th dose dependent no NA NA
199 768.83 temperature 20 1440 < th dose independent rect. 12 17
200 768.88 temperature 25 1440 < th dose dependent rect. 22 23
210 769.11 temperature 25 1440 < th dose dependent rect. 18 23
228 769.50 temperature 20 1440 > th dose independent rect. 12 17
322 771.65 temperature 20 1440 < th dose independent sin 16 NA
355 772.30 temperature 20 1440 > th dose independent sin 16 NA
489 774.91 temperature 10 1440 > th dose dependent rect. 23 1
493 775.02 temperature 20 1440 < th dose independent rect. 18 7
525 775.60 radiation 10 4320 > th dose dependent rect. 5 2
570 776.26 temperature 20 1440 > th dose independent rect. 18 7
585 776.47 temperature 20 1440 < th dose independent rect. 21 23
591 776.60 temperature 20 1440 < th dose independent rect. 18 23
593 776.62 temperature 20 1440 < th dose independent rect. 1 23
606 776.76 temperature 20 1440 < th dose independent no NA NA
621 776.96 temperature 20 1440 > th dose independent rect. 1 23
623 776.99 temperature 20 1440 > th dose independent rect. 21 23
627 777.03 temperature 20 1440 > th dose independent rect. 18 23
635 777.12 temperature 20 1440 > th dose independent no NA NA
640 777.14 temperature 20 1440 > th dose independent rect. 23 23
800 778.50 temperature 10 1440 > th dose dependent rect. 19 6
820 778.66 temperature 20 4320 < th dose independent rect. 19 1
852 778.91 temperature 10 1440 > th dose dependent rect. 19 1
954 779.50 humidity 90 4320 > th dose dependent rect. 12 2