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Os11g0298400

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

Description : Ribulose bisphosphate carboxylase, small chain family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.94 (0.0273) R2 : 0.362
β1 : 0.893 (0.0999) R2dD : 0.116 R2D : 0.105
β2 : 0.921 (0.0679) R2dC : 0.257 R2C : 0.248
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.036 (0.0582) R2dN8 : 0.000719 R2N8 : -0.00314
σ : 0.513
deviance : 119.88
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C
peak time of C : 15.1
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
102.41 0.475 7.86 1.35 0.931 0.687 0.554 -0.784 0.366 16.3 24.6 723 -- --
104.15 0.475 7.89 1.19 0.968 0.727 0.718 -- 0.342 16.5 24.5 722 -- --
103.24 0.473 7.86 1.36 0.933 0.675 -- -0.817 0.365 16.3 24.6 721 -- --
104.69 0.477 7.89 1.12 0.934 0.638 -- -- 0.291 16.2 24.6 722 -- --
136.96 0.545 7.82 1.55 -- 1.06 -- -1.47 0.483 -- 25.56 1126 -- --
119.54 0.513 7.94 0.886 0.92 -- 0.325 -- 0.0342 15.2 -- -- -- --
119.88 0.513 7.94 0.893 0.921 -- -- -- 0.036 15.1 -- -- -- --
139.17 0.549 7.87 1.14 -- 0.967 -- -- 0.349 -- 25.51 1135 -- --
137.28 0.546 7.9 -- 0.917 0.618 -- -- 0.235 16.2 24.9 757 -- --
168.16 0.606 7.94 0.854 -- -- -- -- 0.012 -- -- -- -- --
140.89 0.555 7.96 -- 0.903 -- -- -- -0.0634 15.1 -- -- -- --
171.12 0.609 7.92 -- -- 0.625 -- -- 0.106 -- 24.9 1083 -- --
187.39 0.639 7.96 -- -- -- -- -- -0.0827 -- -- -- -- --

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 98.77 temperature 25 720 > th dose independent rect. 13 16
2 98.78 temperature 25 720 < th dose independent rect. 14 17
13 98.96 temperature 25 720 > th dose independent sin 15 NA
25 99.21 temperature 25 720 < th dose independent sin 13 NA
76 100.05 radiation 10 1440 > th dose independent rect. 11 2
86 100.23 radiation 1 1440 < th dose independent rect. 11 1
87 100.23 radiation 1 1440 < th dose dependent rect. 11 1
162 101.47 radiation 1 1440 < th dose independent rect. 8 5
163 101.47 radiation 1 1440 < th dose dependent rect. 8 5
166 101.55 radiation 10 1440 < th dose dependent rect. 10 5
184 101.81 temperature 20 90 > th dose dependent rect. 23 9
194 101.98 temperature 10 720 > th dose dependent rect. 15 9
195 101.99 radiation 1 1440 > th dose independent rect. 8 5
223 102.26 temperature 25 720 > th dose dependent rect. 20 11
250 102.46 temperature 25 720 > th dose dependent rect. 20 7
257 102.52 temperature 10 30 > th dose dependent sin 12 NA
263 102.57 temperature 25 720 > th dose dependent sin 12 NA
273 102.62 temperature 20 720 > th dose dependent rect. 13 14
288 102.73 temperature 15 720 > th dose dependent rect. 17 7
302 102.81 temperature 10 720 > th dose dependent rect. 13 9
336 103.01 temperature 20 720 > th dose dependent sin 16 NA
379 103.20 temperature 10 720 > th dose dependent sin 16 NA
385 103.23 temperature 30 10 < th dose dependent sin 12 NA
396 103.27 temperature 25 720 > th dose dependent rect. 15 16
432 103.39 temperature 10 720 > th dose dependent rect. 12 15
448 103.45 temperature 25 720 < th dose independent no NA NA
489 103.59 temperature 25 720 < th dose independent rect. 3 23
498 103.62 temperature 25 720 < th dose independent rect. 5 23
499 103.62 humidity 90 720 > th dose dependent rect. 20 4
512 103.67 temperature 25 720 > th dose independent rect. 17 23
515 103.68 temperature 25 720 > th dose independent rect. 15 23
528 103.72 temperature 30 720 < th dose dependent rect. 15 8
534 103.74 temperature 30 720 < th dose dependent rect. 16 5
543 103.77 temperature 30 720 < th dose dependent rect. 14 11
553 103.81 temperature 25 720 > th dose independent no NA NA
578 103.89 temperature 25 720 > th dose independent rect. 4 23
619 104.00 temperature 20 10 > th dose dependent rect. 15 17
623 104.02 temperature 25 720 < th dose independent rect. 22 23
632 104.05 temperature 25 720 < th dose independent rect. 20 23
667 104.15 temperature 25 720 > th dose dependent rect. 23 1
693 104.20 radiation 10 1440 < th dose dependent rect. 10 17
701 104.22 radiation 10 1440 < th dose dependent rect. 10 15
712 104.25 radiation 10 1440 < th dose dependent rect. 10 12
835 104.54 temperature 25 720 < th dose independent rect. 1 23
850 104.57 temperature 25 720 > th dose independent rect. 20 23
872 104.62 temperature 30 10 < th dose dependent rect. 16 12
895 104.69 temperature 25 720 > th dose independent rect. 23 23
922 104.74 radiation 1 720 > th dose independent rect. 10 9
954 104.81 temperature 20 90 > th dose dependent rect. 13 19
962 104.84 temperature 20 30 > th dose dependent rect. 18 14
983 104.90 temperature 25 10 < th dose dependent rect. 15 15
989 104.94 humidity 80 1440 > th dose dependent rect. 12 1