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Os08g0230500

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

Description : Protein of unknown function DUF537 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.8 (0.0151) R2 : 0.738
β1 : 1.34 (0.0585) R2dD : 0.359 R2D : 0.127
β2 : 0.714 (0.0364) R2dC : 0.231 R2C : 0.315
β3 : -1.38 (0.0694) R2dE : 0.295 R2E : 0.167
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.17 (0.0341) R2dN8 : 0.0218 R2N8 : -0.0561
σ : 0.279
deviance : 35.81
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C
peak time of C : 13.2
E
wheather : temperature
threshold : 8.07
memory length : 1239
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
30.49 0.259 8.73 1.87 0.738 -1.39 0.389 2.52 0.31 13.1 8.641 1276 -- --
35.69 0.278 8.8 1.32 0.749 -1.35 0.185 -- 0.162 13.1 7.772 1312 -- --
30.97 0.259 8.73 1.88 0.799 -1.37 -- 2.41 0.312 13.1 10.06 1415 -- --
35.81 0.279 8.8 1.34 0.714 -1.38 -- -- 0.17 13.2 8.07 1239 -- --
56.49 0.35 8.73 1.87 -- -1.79 -- 2.29 0.321 -- 14.8 1023 -- --
66.44 0.382 8.85 0.912 0.863 -- 0.254 -- -0.0786 13.2 -- -- -- --
66.7 0.382 8.85 0.921 0.863 -- -- -- -0.0771 13.2 -- -- -- --
60.4 0.362 8.8 1.4 -- -1.78 -- -- 0.206 -- 4.555 1025 -- --
76.85 0.408 8.85 -- 0.735 -0.823 -- -- -0.0637 13.2 11.25 1152 -- --
112.75 0.496 8.86 0.888 -- -- -- -- -0.0948 -- -- -- -- --
89.07 0.441 8.87 -- 0.847 -- -- -- -0.18 13.2 -- -- -- --
106.09 0.48 8.85 -- -- -1.2 -- -- -0.029 -- 14.81 996 -- --
133.54 0.539 8.89 -- -- -- -- -- -0.193 -- -- -- -- --

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 29.42 temperature 30 720 < th dose dependent rect. 4 21
9 30.33 temperature 10 720 > th dose dependent rect. 15 22
11 30.45 temperature 10 1440 > th dose dependent rect. 16 7
12 30.45 temperature 10 1440 > th dose dependent rect. 8 19
25 30.50 temperature 10 1440 > th dose dependent rect. 3 20
111 30.61 temperature 10 1440 > th dose dependent sin 17 NA
154 30.66 temperature 10 1440 > th dose dependent no NA NA
184 30.69 temperature 10 1440 > th dose dependent rect. 20 23
233 30.77 temperature 30 1440 < th dose dependent rect. 16 7
362 30.94 temperature 30 1440 < th dose dependent rect. 7 17
412 30.99 temperature 30 1440 < th dose dependent rect. 15 21
493 31.07 temperature 30 1440 < th dose dependent sin 16 NA
573 31.16 temperature 30 1440 < th dose dependent no NA NA
608 31.20 temperature 30 1440 < th dose dependent rect. 11 23
629 31.23 temperature 30 1440 < th dose dependent rect. 20 23
643 31.25 temperature 30 270 < th dose dependent rect. 10 23