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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.

Os08g0263000

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

Description : Similar to Cytochrome P450-like protein (CYP86B1).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.34 (0.0329) R2 : 0.0256
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.24 (0.0693) R2dN8 : 0.033 R2N8 : 0.0256
σ : 0.62
deviance : 176.2
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
154.36 0.584 3.3 0.0793 0.241 0.959 0.801 -0.177 -0.0851 8.01 23.63 650 -- --
154.39 0.579 3.3 0.0603 0.239 0.995 0.751 -- -0.0903 8.02 23.49 639 -- --
155.45 0.581 3.31 0.0233 0.253 1.13 -- 0.491 -0.107 9.43 23.18 540 -- --
155.65 0.581 3.3 0.0734 0.25 0.99 -- -- -0.0977 9.32 23.4 560 -- --
158.88 0.587 3.31 0.0315 -- 1.17 -- 0.489 -0.0906 -- 23.3 586 -- --
167.32 0.606 3.34 -0.202 0.349 -- 0.6 -- -0.263 8.68 -- -- -- --
168.38 0.608 3.34 -0.18 0.346 -- -- -- -0.261 9.19 -- -- -- --
159.12 0.588 3.31 0.0991 -- 1.08 -- -- -0.074 -- 23.57 614 -- --
155.77 0.581 3.31 -- 0.256 0.958 -- -- -0.109 9.36 23.4 557 -- --
175.33 0.619 3.35 -0.181 -- -- -- -- -0.26 -- -- -- -- --
169.24 0.609 3.33 -- 0.346 -- -- -- -0.241 9.23 -- -- -- --
159.36 0.588 3.31 -- -- 1.03 -- -- -0.0907 -- 23.6 613 -- --
176.2 0.62 3.34 -- -- -- -- -- -0.24 -- -- -- -- --

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
1 152.03 temperature 25 90 < th dose independent rect. 9 3
2 152.08 temperature 25 720 < th dose dependent rect. 1 1
7 152.42 temperature 25 270 < th dose independent rect. 7 4
20 153.31 temperature 25 720 < th dose dependent rect. 23 6
22 153.37 temperature 25 720 < th dose dependent rect. 17 19
28 153.47 temperature 25 720 < th dose dependent rect. 24 20
36 153.60 temperature 25 720 < th dose dependent sin 9 NA
41 153.66 temperature 25 90 < th dose independent rect. 10 1
55 153.84 temperature 25 270 < th dose independent sin 3 NA
70 153.95 temperature 10 720 > th dose dependent rect. 19 13
74 153.98 temperature 15 720 > th dose dependent rect. 1 4
83 154.05 temperature 10 720 > th dose dependent rect. 20 11
86 154.07 temperature 30 270 < th dose dependent rect. 8 1
182 154.56 temperature 10 720 > th dose dependent sin 10 NA
215 154.79 temperature 25 720 < th dose dependent no NA NA
253 154.96 temperature 25 720 < th dose dependent rect. 8 23
277 155.06 temperature 10 720 > th dose dependent rect. 19 18
287 155.13 radiation 1 90 < th dose independent rect. 8 3
288 155.13 temperature 30 90 < th dose dependent rect. 10 1
289 155.13 radiation 1 90 < th dose dependent rect. 8 3
315 155.26 temperature 25 270 < th dose independent rect. 7 14
319 155.27 temperature 10 270 > th dose dependent sin 7 NA
424 155.67 temperature 25 270 < th dose dependent rect. 6 15
452 155.77 temperature 20 720 > th dose independent rect. 2 3
455 155.77 temperature 25 270 < th dose dependent sin 1 NA
463 155.80 atmosphere 995 14400 > th dose independent rect. 10 3
523 156.00 atmosphere 1010 270 > th dose independent rect. 8 1
525 156.00 temperature 30 270 < th dose dependent rect. 5 7
570 156.16 temperature 30 90 < th dose dependent rect. 18 18
578 156.18 temperature 15 270 > th dose dependent rect. 17 22
638 156.32 temperature 20 720 < th dose independent rect. 24 5
645 156.33 temperature 25 90 > th dose independent rect. 1 14
696 156.46 temperature 25 1440 < th dose dependent rect. 4 1
750 156.57 temperature 20 720 < th dose independent rect. 24 1
773 156.61 temperature 15 270 > th dose dependent rect. 1 13
833 156.75 radiation 1 4320 < th dose dependent rect. 23 6
873 156.83 temperature 10 720 > th dose dependent rect. 10 23
962 157.01 temperature 20 720 < th dose independent rect. 24 15