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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.

Os06g0518100

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.29 (0.0252) R2 : 0.298
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 6.62 (0.477) R2dE : 0.297 R2E : 0.297
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0293 (0.0531) R2dN8 : 0.000605 R2N8 : 0.00108
σ : 0.474
deviance : 103.48
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 994.8
memory length : 10
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 = atmosphere, 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
111.03 0.491 -5100 31200 0.171 -1490000 -0.416 9120000 -0.0281 5.84 995 10 -- --
101.75 0.473 3.29 0.0358 0.155 6.65 -0.473 -- -0.0313 5.73 994.8 10 -- --
111.44 0.492 -5100 31200 0.17 -1490000 -- 9120000 -0.0261 6.21 995 10 -- --
102.18 0.471 3.29 0.0308 0.155 6.68 -- -- -0.0294 6.07 994.8 11 -- --
112.93 0.495 -5100 31200 -- -1490000 -- 9120000 -0.0227 -- 995 10 -- --
145.51 0.566 3.29 0.0726 0.0942 -- -0.679 -- -0.0456 5.57 -- -- -- --
146.56 0.567 3.29 0.0707 0.0985 -- -- -- -0.0423 7.07 -- -- -- --
103.44 0.474 3.29 0.0366 -- 6.61 -- -- -0.0253 -- 994.8 11 -- --
102.21 0.471 3.29 -- 0.155 6.69 -- -- -0.0295 6.06 994.8 11 -- --
147.07 0.567 3.29 0.0727 -- -- -- -- -0.0405 -- -- -- -- --
146.69 0.567 3.29 -- 0.0992 -- -- -- -0.0501 7.03 -- -- -- --
103.48 0.474 3.29 -- -- 6.62 -- -- -0.0293 -- 994.8 10 -- --
147.21 0.566 3.3 -- -- -- -- -- -0.0485 -- -- -- -- --

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
1 101.68 atmosphere 995 30 > th dose independent sin 6 NA
3 101.76 atmosphere 995 30 < th dose independent rect. 18 23
4 101.77 atmosphere 995 30 < th dose dependent sin 6 NA
5 101.77 atmosphere 995 30 < th dose dependent rect. 18 22
10 101.81 atmosphere 995 10 < th dose independent sin 6 NA
12 101.82 atmosphere 995 90 < th dose independent rect. 14 1
13 101.82 atmosphere 995 10 < th dose independent rect. 15 1
140 101.82 atmosphere 995 90 < th dose dependent rect. 14 1
141 101.82 atmosphere 995 10 < th dose dependent rect. 15 1
311 105.58 temperature 30 10 > th dose dependent rect. 16 1
387 107.65 wind 1 30 < th dose dependent rect. 5 1
491 111.24 atmosphere 995 10 < th dose dependent no NA NA
705 111.81 wind 1 30 < th dose independent rect. 5 1
708 111.91 temperature 30 10 > th dose dependent sin 12 NA
731 114.45 wind 1 30 < th dose dependent rect. 5 7
771 116.46 wind 1 30 < th dose dependent rect. 5 13
830 119.40 atmosphere 995 30 > th dose independent rect. 3 23