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Os07g0694800

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

Description : Protein of unknown function DUF155 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.5 (0.0163) R2 : 0.376
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.653 (0.0416) R2dC : 0.338 R2C : 0.334
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.167 (0.0343) R2dN8 : 0.0422 R2N8 : 0.038
σ : 0.307
deviance : 43.16
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C
peak time of C : 16
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
28.95 0.253 12.5 -0.54 0.348 0.398 0.247 0.0261 -0.31 16.5 26.7 62 -- --
28.94 0.251 12.5 -0.543 0.352 0.396 0.257 -- -0.312 16.5 26.7 58 -- --
29.04 0.251 12.5 -0.519 0.348 0.402 -- 0.128 -0.307 16.8 26.66 57 -- --
29.08 0.251 12.5 -0.545 0.345 0.408 -- -- -0.315 16.8 26.6 57 -- --
33.15 0.268 12.5 -0.592 -- 0.567 -- 0.0858 -0.367 -- 26.5 73 -- --
37.62 0.288 12.5 -0.433 0.639 -- 0.512 -- -0.218 15.8 -- -- -- --
38.37 0.29 12.5 -0.426 0.644 -- -- -- -0.215 16 -- -- -- --
33.16 0.268 12.5 -0.606 -- 0.566 -- -- -0.368 -- 26.54 70 -- --
36.16 0.282 12.5 -- 0.434 0.335 -- -- -0.213 16.6 27 45 -- --
61.07 0.365 12.5 -0.453 -- -- -- -- -0.232 -- -- -- -- --
43.16 0.307 12.5 -- 0.653 -- -- -- -0.167 16 -- -- -- --
42.63 0.304 12.5 -- -- 0.517 -- -- -0.291 -- 26.55 69 -- --
66.47 0.381 12.5 -- -- -- -- -- -0.182 -- -- -- -- --

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 24.92 temperature 25 10 > th dose dependent sin 4 NA
13 25.82 temperature 20 270 > th dose dependent rect. 5 6
15 26.05 temperature 25 270 < th dose independent rect. 2 12
18 26.09 temperature 25 270 > th dose independent rect. 6 5
37 26.76 temperature 30 10 < th dose dependent rect. 4 12
54 27.06 temperature 25 90 > th dose independent sin 2 NA
71 27.27 temperature 25 270 < th dose independent sin 3 NA
83 27.31 temperature 30 30 < th dose dependent sin 1 NA
94 27.40 temperature 25 90 > th dose dependent rect. 1 10
119 27.53 temperature 25 90 > th dose dependent rect. 1 12
135 27.61 temperature 25 90 > th dose dependent rect. 23 12
153 27.68 temperature 20 90 > th dose dependent rect. 6 11
159 27.70 temperature 25 90 > th dose dependent rect. 23 14
174 27.79 temperature 20 10 > th dose dependent rect. 7 10
189 27.85 temperature 25 10 > th dose dependent rect. 1 14
197 27.90 temperature 25 10 > th dose dependent rect. 3 12
202 27.91 temperature 25 10 > th dose dependent rect. 23 16
365 28.40 temperature 20 10 > th dose dependent rect. 7 13
586 29.05 temperature 20 10 > th dose dependent rect. 7 17
708 29.33 temperature 25 10 > th dose independent rect. 7 8
838 29.57 temperature 25 10 > th dose dependent rect. 23 21
852 29.59 temperature 25 10 > th dose dependent rect. 21 23
858 29.60 temperature 25 10 > th dose dependent rect. 1 19
868 29.62 temperature 30 720 < th dose dependent rect. 2 9
908 29.69 temperature 25 10 > th dose dependent rect. 7 21
916 29.70 temperature 25 10 > th dose dependent rect. 1 23