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Os11g0168300

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

Description : Alba, DNA/RNA-binding protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.1 (0.0175) R2 : 0.236
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.44 (0.0755) R2dE : 0.249 R2E : 0.231
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0359 (0.0379) R2dN8 : 0.00493 R2N8 : -0.0133
σ : 0.258
deviance : 30.43
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C
peak time of C : --
E
wheather : temperature
threshold : 14.53
memory length : 995
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 = 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
21.69 0.219 12.1 0.811 0.504 -1.45 -0.097 1.42 0.204 1.59 10.88 1175 -- --
23.34 0.225 12.1 0.535 0.552 -1.48 0.108 -- 0.135 1.03 14.6 1051 -- --
21.73 0.217 12.1 0.804 0.502 -1.44 -- 1.37 0.202 1.62 10.7 1182 -- --
23.3 0.225 12.1 0.511 0.554 -1.49 -- -- 0.122 0.763 14.53 995 -- --
25.27 0.235 12.1 0.567 -- -1.6 -- 1.3 0.141 -- 1.397 1699 -- --
55.82 0.35 12.1 0.0882 0.331 -- 0.00529 -- -0.125 1.94 -- -- -- --
55.82 0.35 12.1 0.088 0.331 -- -- -- -0.125 1.94 -- -- -- --
26.7 0.242 12.1 0.387 -- -1.56 -- -- 0.0926 -- 14.53 995 -- --
29.26 0.252 12.1 -- 0.522 -1.26 -- -- 0.0399 0.715 15 953 -- --
62.42 0.369 12.1 0.102 -- -- -- -- -0.118 -- -- -- -- --
56.02 0.35 12.2 -- 0.332 -- -- -- -0.135 1.94 -- -- -- --
30.43 0.258 12.1 -- -- -1.44 -- -- 0.0359 -- 14.53 995 -- --
62.69 0.37 12.1 -- -- -- -- -- -0.129 -- -- -- -- --

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 21.76 temperature 10 720 > th dose dependent rect. 3 23
3 21.88 temperature 15 1440 > th dose dependent rect. 7 20
10 21.90 temperature 10 1440 > th dose dependent rect. 3 20
45 21.93 temperature 10 720 > th dose dependent rect. 10 23
88 21.97 temperature 10 1440 > th dose dependent rect. 15 23
123 22.02 temperature 10 1440 > th dose dependent no NA NA
133 22.02 temperature 10 1440 > th dose dependent rect. 13 23
135 22.02 temperature 10 1440 > th dose dependent rect. 20 23
215 22.13 temperature 10 1440 > th dose dependent sin 2 NA
349 22.36 temperature 10 1440 > th dose dependent sin 17 NA
381 22.40 temperature 10 1440 > th dose dependent rect. 3 11
499 22.60 temperature 30 30 < th dose dependent rect. 17 23
512 22.62 temperature 30 1440 < th dose dependent rect. 6 18
522 22.63 temperature 30 1440 < th dose dependent rect. 6 20
536 22.65 temperature 10 1440 > th dose dependent rect. 16 7
538 22.65 temperature 15 1440 > th dose dependent rect. 15 10
607 22.69 temperature 30 1440 < th dose dependent rect. 15 21
712 22.79 temperature 30 1440 < th dose dependent rect. 17 6
798 22.87 temperature 30 1440 < th dose dependent no NA NA
830 22.90 temperature 10 1440 > th dose dependent rect. 18 1
831 22.90 temperature 30 1440 < th dose dependent rect. 18 1
992 23.03 temperature 30 30 < th dose dependent rect. 15 23