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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.

Os01g0524100

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 : 2.89 (0.0312) R2 : 0.126
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 4.76 (0.59) R2dE : 0.125 R2E : 0.124
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0635 (0.0657) R2dN8 : 0.00231 R2N8 : 0.00104
σ : 0.588
deviance : 158.51
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 994.8
memory length : 17
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
163.55 0.596 -820 5030 0.0732 -241000 0.3 1470000 0.0534 12 995 10 -- --
157.57 0.589 2.89 -0.113 0.067 4.75 0.297 -- 0.0515 12.5 994.8 17 -- --
163.93 0.596 -820 5030 0.0736 -241000 -- 1470000 0.0543 11.2 995 10 -- --
157.94 0.589 2.89 -0.102 0.0672 4.77 -- -- 0.0527 11.7 994.8 17 -- --
164.27 0.597 -820 5030 -- -241000 -- 1470000 0.0543 -- 995 10 -- --
179.85 0.629 2.9 -0.0874 0.0922 -- 0.4 -- 0.0412 14 -- -- -- --
180.46 0.629 2.89 -0.0755 0.0924 -- -- -- 0.0434 13.6 -- -- -- --
158.22 0.588 2.89 -0.104 -- 4.78 -- -- 0.0519 -- 994.8 17 -- --
158.22 0.589 2.89 -- 0.0685 4.75 -- -- 0.0641 11.8 994.8 17 -- --
180.98 0.629 2.89 -0.0792 -- -- -- -- 0.0413 -- -- -- -- --
180.61 0.629 2.89 -- 0.0937 -- -- -- 0.0518 13.6 -- -- -- --
158.51 0.588 2.89 -- -- 4.76 -- -- 0.0635 -- 994.8 17 -- --
181.15 0.628 2.89 -- -- -- -- -- 0.0501 -- -- -- -- --

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
1 157.55 atmosphere 995 10 > th dose independent sin 6 NA
6 158.13 atmosphere 995 10 < th dose independent sin 6 NA
7 158.13 atmosphere 995 10 < th dose dependent sin 6 NA
8 158.14 atmosphere 995 30 < th dose dependent rect. 18 23
11 158.17 atmosphere 995 90 < th dose independent rect. 18 22
15 158.19 atmosphere 995 90 < th dose independent rect. 14 1
16 158.19 atmosphere 995 10 < th dose independent rect. 15 1
143 158.19 atmosphere 995 90 < th dose dependent rect. 14 1
144 158.19 atmosphere 995 10 < th dose dependent rect. 15 1
303 159.88 temperature 30 30 > th dose dependent rect. 16 1
487 164.20 atmosphere 995 10 < th dose dependent no NA NA
698 164.21 temperature 30 10 > th dose dependent sin 12 NA
718 165.67 atmosphere 995 10 > th dose independent rect. 13 23
753 166.85 atmosphere 995 30 > th dose independent rect. 23 23
770 167.86 temperature 30 10 > th dose independent rect. 15 2
778 168.13 atmosphere 995 4320 < th dose dependent rect. 5 10
796 168.20 atmosphere 995 4320 < th dose dependent rect. 14 1
853 168.81 atmosphere 995 4320 < th dose independent rect. 14 1