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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.

Os02g0569400

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

Description : Cytochrome P450 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.37 (0.0471) R2 : 0.625
β1 : 4.93 (0.195) R2dD : 0.728 R2D : 0.412
β2 : 1.06 (0.11) R2dC : 0.078 R2C : 0.0429
β3 : -1.63 (0.203) R2dE : 0.0774 R2E : -0.213
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.05 (0.107) R2dN8 : 0.125 R2N8 : -0.0497
σ : 0.862
deviance : 342.64
__
_____
C
peak time of C : 0.599
E
wheather : temperature
threshold : 19.37
memory length : 2371
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
332.05 0.856 5.31 5.17 1.03 -1.14 0.238 2.24 1.12 0.768 20.62 1309 -- --
343.28 0.863 5.36 4.95 1.04 -1.46 0.659 -- 1.03 0.483 19.4 2360 -- --
332.2 0.849 5.31 5.16 1.04 -1.13 -- 2.24 1.12 0.708 20.62 1264 -- --
342.64 0.862 5.37 4.93 1.06 -1.63 -- -- 1.05 0.599 19.37 2371 -- --
384.7 0.918 5.37 4.61 -- -1.08 -- 0.855 0.971 -- 20.62 1264 -- --
389.6 0.925 5.45 4.16 0.954 -- 0.533 -- 0.704 0.748 -- -- -- --
390.75 0.926 5.45 4.15 0.953 -- -- -- 0.702 0.609 -- -- -- --
388.76 0.922 5.38 4.45 -- -1.11 -- -- 0.935 -- 20.6 1588 -- --
826.7 1.34 5.57 -- 1.02 1.1 -- -- 0.198 0.256 18.3 208 -- --
447.62 0.989 5.43 4.18 -- -- -- -- 0.719 -- -- -- -- --
843.67 1.36 5.55 -- 1.02 -- -- -- 0.241 0.806 -- -- -- --
884.13 1.38 5.56 -- -- 1.29 -- -- 0.146 -- 18.46 1052 -- --
908.3 1.41 5.54 -- -- -- -- -- 0.255 -- -- -- -- --

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
1 324.82 temperature 20 720 > th dose independent rect. 20 16
3 325.31 humidity 70 14400 > th dose dependent rect. 24 2
42 329.15 temperature 20 1440 < th dose independent rect. 22 14
54 329.65 temperature 20 10 > th dose dependent rect. 6 22
66 329.91 temperature 20 720 > th dose independent sin 7 NA
101 330.44 temperature 15 90 > th dose dependent sin 4 NA
114 330.64 temperature 20 1440 < th dose independent sin 7 NA
225 331.88 temperature 15 90 > th dose dependent rect. 5 23
248 332.12 temperature 20 1440 > th dose independent rect. 17 11
268 332.32 temperature 20 1440 > th dose independent rect. 22 3
277 332.39 temperature 20 1440 > th dose independent rect. 20 6
291 332.49 temperature 20 1440 < th dose independent rect. 18 10
307 332.65 temperature 20 1440 < th dose independent rect. 20 7
324 332.74 temperature 15 270 > th dose dependent rect. 17 22
328 332.76 temperature 20 1440 < th dose independent rect. 22 3
420 333.38 temperature 20 1440 < th dose dependent rect. 1 2
429 333.44 humidity 80 4320 > th dose independent rect. 10 1
446 333.52 temperature 20 10 > th dose dependent rect. 7 17
523 334.01 temperature 20 1440 > th dose independent rect. 10 23
529 334.03 temperature 20 1440 > th dose independent rect. 8 23
543 334.10 temperature 20 1440 > th dose independent no NA NA
552 334.16 temperature 20 1440 > th dose independent rect. 5 23
579 334.34 temperature 20 1440 < th dose independent rect. 8 23
582 334.35 temperature 10 1440 > th dose dependent rect. 1 1
583 334.35 temperature 30 1440 < th dose dependent rect. 1 1
590 334.37 temperature 20 1440 < th dose independent rect. 10 23
598 334.42 temperature 20 1440 < th dose independent no NA NA
616 334.55 temperature 20 1440 < th dose independent rect. 5 23
642 334.64 humidity 80 4320 > th dose dependent rect. 10 1
658 334.76 temperature 30 10 < th dose dependent rect. 4 14
659 334.76 temperature 30 270 < th dose dependent rect. 23 22
673 334.84 temperature 20 1440 > th dose independent rect. 1 23
723 335.10 temperature 20 1440 > th dose independent rect. 5 4
769 335.30 temperature 15 720 > th dose dependent rect. 21 15
775 335.37 temperature 20 1440 < th dose independent rect. 5 5
826 335.66 temperature 30 270 < th dose dependent rect. 1 16
904 336.03 temperature 15 10 > th dose dependent no NA NA
907 336.04 temperature 20 270 > th dose independent rect. 22 20
909 336.05 radiation 20 43200 < th dose independent rect. 3 3
912 336.06 wind 1 43200 < th dose independent rect. 2 1
915 336.08 wind 5 4320 < th dose independent rect. 24 1
921 336.13 temperature 30 270 < th dose dependent rect. 1 20
961 336.36 temperature 20 1440 < th dose independent rect. 5 2
979 336.42 humidity 90 4320 < th dose independent rect. 9 18
983 336.46 temperature 30 30 < th dose dependent sin 2 NA
997 336.53 wind 5 4320 > th dose independent rect. 24 1