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Os02g0819500

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

Description : Ovarian tumour, otubain domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.7 (0.0183) R2 : 0.65
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.85 (0.0642) R2dE : 0.657 R2E : 0.649
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0388 (0.0389) R2dN8 : 0.00101 R2N8 : -0.0066
σ : 0.343
deviance : 54.14
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C
peak time of C : --
E
wheather : temperature
threshold : 23.57
memory length : 249
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
35.16 0.279 11.7 -0.278 0.671 -1.33 -0.332 0.87 -0.00498 4.47 22.27 267 -- --
35.78 0.279 11.7 -0.386 0.713 -1.24 -0.307 -- -0.0409 4.4 22.32 269 -- --
35.3 0.277 11.6 -0.227 0.685 -1.33 -- 1.22 0.0116 4.66 22.3 243 -- --
36.21 0.28 11.7 -0.44 0.697 -1.24 -- -- -0.0535 4.66 22.23 249 -- --
48.54 0.325 11.6 0.0817 -- -2.01 -- 2.99 0.0845 -- 24.08 243 -- --
63.26 0.373 11.7 -0.701 1.22 -- -0.0646 -- -0.249 4.67 -- -- -- --
63.27 0.373 11.7 -0.701 1.22 -- -- -- -0.248 4.68 -- -- -- --
51.09 0.333 11.7 -0.354 -- -1.79 -- -- -0.0269 -- 23.97 250 -- --
40.86 0.298 11.7 -- 0.647 -1.36 -- -- 0.0218 4.72 21.74 248 -- --
141.82 0.556 11.7 -0.654 -- -- -- -- -0.217 -- -- -- -- --
76.21 0.408 11.7 -- 1.2 -- -- -- -0.17 4.7 -- -- -- --
54.14 0.343 11.7 -- -- -1.85 -- -- 0.0388 -- 23.57 249 -- --
153.11 0.578 11.7 -- -- -- -- -- -0.144 -- -- -- -- --

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 32.64 temperature 20 270 > th dose dependent rect. 19 22
4 33.66 temperature 10 270 > th dose dependent rect. 19 23
13 34.14 temperature 20 270 > th dose dependent rect. 9 17
28 34.74 temperature 20 270 > th dose dependent rect. 6 22
43 35.09 temperature 10 90 > th dose dependent sin 21 NA
54 35.32 temperature 30 270 < th dose dependent rect. 1 21
64 35.44 temperature 30 270 < th dose dependent rect. 3 18
66 35.51 temperature 20 270 > th dose dependent rect. 9 23
72 35.62 temperature 10 270 > th dose dependent sin 23 NA
105 36.05 temperature 20 270 > th dose dependent no NA NA
159 36.64 temperature 20 10 > th dose dependent rect. 12 17
256 37.41 temperature 20 270 > th dose dependent rect. 7 10
258 37.44 temperature 30 270 < th dose independent rect. 4 16
324 37.75 temperature 30 270 < th dose dependent sin 23 NA
482 38.45 temperature 10 720 > th dose dependent rect. 4 20
626 38.89 temperature 30 270 < th dose independent rect. 1 22
653 38.98 temperature 30 270 < th dose independent rect. 2 20
656 38.99 temperature 30 90 < th dose dependent rect. 9 14
705 39.13 temperature 30 270 < th dose independent rect. 14 22