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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.

Os07g0177200

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

Description : Protein of unknown function UPF0005 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.92 (0.0189) R2 : 0.0164
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.11 (0.0398) R2dN8 : 0.0212 R2N8 : 0.0164
σ : 0.356
deviance : 58.18
__
_____
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 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
56.38 0.353 2.89 0.113 0.0895 0.135 -0.175 -0.241 0.198 10.3 24.82 7 -- --
56.63 0.353 2.9 0.037 0.0852 0.125 -0.0946 -- 0.174 10.3 24.82 7 -- --
56.47 0.35 2.89 0.089 0.0909 0.137 -- -0.182 0.195 11.1 24.88 8 -- --
56.64 0.351 2.9 0.0385 0.0899 0.135 -- -- 0.178 11.2 24.9 9 -- --
56.95 0.353 2.9 0.0767 -- 0.113 -- -0.162 0.18 -- 24.8 10 -- --
57.71 0.356 2.92 0.00906 0.0771 -- -0.258 -- 0.108 6.68 -- -- -- --
57.87 0.356 2.91 0.00532 0.0764 -- -- -- 0.109 7.15 -- -- -- --
57.08 0.352 2.9 0.0308 -- 0.11 -- -- 0.166 -- 24.88 10 -- --
56.67 0.351 2.9 -- 0.0875 0.13 -- -- 0.173 11.1 24.88 9 -- --
58.18 0.356 2.92 0.00675 -- -- -- -- 0.111 -- -- -- -- --
57.87 0.356 2.91 -- 0.0765 -- -- -- 0.109 7.15 -- -- -- --
57.1 0.352 2.9 -- -- 0.108 -- -- 0.162 -- 24.9 10 -- --
58.18 0.356 2.92 -- -- -- -- -- 0.11 -- -- -- -- --

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 48.35 wind 1.0 10 < th dose dependent rect. 2 1
2 49.90 wind 1.0 10 < th dose independent rect. 1 2
10 51.17 humidity 80.0 10 < th dose dependent rect. 22 10
11 51.18 humidity 80.0 10 < th dose dependent rect. 5 3
16 51.18 humidity 70.0 90 < th dose dependent rect. 18 14
17 51.19 wind 7.0 30 > th dose independent rect. 17 1
18 51.19 humidity 70.0 30 < th dose independent rect. 18 14
20 51.19 humidity 80.0 10 < th dose dependent rect. 7 1
50 51.22 atmosphere 1005.0 90 > th dose dependent rect. 1 2
65 51.25 humidity 70.0 10 < th dose independent rect. 7 1
136 51.25 radiation 30.0 30 > th dose dependent rect. 7 2
207 51.26 radiation 20.0 90 > th dose independent rect. 6 1
655 51.87 atmosphere 1005.0 30 > th dose dependent rect. 17 1
685 52.09 humidity 90.0 10 > th dose dependent rect. 2 1
715 52.21 atmosphere 1005.0 30 > th dose dependent rect. 7 1
763 52.53 temperature 25.0 30 < th dose dependent rect. 2 1
794 52.70 wind 7.0 30 > th dose dependent rect. 17 1
836 53.02 radiation 1.0 43200 < th dose dependent rect. 3 1
853 53.15 radiation 30.0 30 < th dose independent sin 11 NA
860 53.17 temperature 25.0 90 < th dose dependent rect. 16 1
864 53.19 atmosphere 1005.0 10 > th dose independent rect. 2 1
866 53.20 humidity 90.0 10 > th dose independent rect. 2 1
878 53.25 temperature 10.0 10 > th dose independent rect. 2 1
880 53.25 temperature 30.0 10 < th dose independent rect. 2 1
881 53.25 humidity 50.0 10 > th dose independent rect. 2 1
885 53.25 atmosphere 995.0 10 > th dose independent rect. 2 1
886 53.25 atmosphere 1010.0 10 < th dose independent rect. 2 1
888 53.25 radiation 1.0 10 < th dose independent rect. 2 1
893 53.25 precipitation 0.1 10 < th dose independent rect. 2 1
895 53.25 temperature 10.0 10 > th dose independent rect. 3 23
896 53.25 radiation 1.0 10 < th dose dependent rect. 2 1
901 53.25 precipitation 0.1 10 < th dose dependent rect. 2 1
935 53.35 temperature 20.0 30 > th dose dependent rect. 2 1
940 53.36 temperature 25.0 90 > th dose independent rect. 2 1
945 53.36 temperature 10.0 10 > th dose dependent rect. 2 1
965 53.37 wind 9.0 10 < th dose independent rect. 3 23