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Os03g0161500

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.6 (0.0209) R2 : 0.739
β1 : -1.54 (0.0805) R2dD : 0.251 R2D : 0.136
β2 : 1.32 (0.0487) R2dC : 0.42 R2C : 0.427
β3 : 1.02 (0.0717) R2dE : 0.153 R2E : 0.0754
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0536 (0.0481) R2dN8 : 0.00116 R2N8 : 0.015
σ : 0.382
deviance : 67.26
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C
peak time of C : 1.03
E
wheather : temperature
threshold : 21.43
memory length : 1490
response mode : > th
dose dependency : dose independent
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 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
60.41 0.365 11.7 -1.66 1.29 0.999 1.24 -0.64 0.0267 0.899 21.32 1376 -- --
61.31 0.365 11.6 -1.5 1.3 1.04 1.17 -- 0.0612 0.868 21.4 1373 -- --
66.38 0.379 11.7 -1.67 1.32 0.989 -- -0.567 0.0215 0.994 21.4 1511 -- --
67.26 0.382 11.6 -1.54 1.32 1.02 -- -- 0.0536 1.03 21.43 1490 -- --
148.19 0.567 11.7 -1.49 -- 1.19 -- -0.329 -0.0451 -- 24.7 952 -- --
92.23 0.45 11.6 -1.07 1.34 -- 1.1 -- 0.351 0.945 -- -- -- --
97.27 0.462 11.6 -1.11 1.34 -- -- -- 0.345 1.06 -- -- -- --
148.28 0.567 11.7 -1.46 -- 1.29 -- -- -0.0878 -- 25.12 978 -- --
117.71 0.505 11.6 -- 1.26 0.543 -- -- 0.328 0.984 22.4 1218 -- --
209.01 0.676 11.6 -1.06 -- -- -- -- 0.371 -- -- -- -- --
129.99 0.533 11.5 -- 1.32 -- -- -- 0.469 1.03 -- -- -- --
200.79 0.66 11.6 -- -- 0.976 -- -- 0.174 -- 25.2 954 -- --
238.84 0.721 11.5 -- -- -- -- -- 0.489 -- -- -- -- --

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 56.46 temperature 15 720 > th dose dependent rect. 16 18
6 57.42 temperature 10 720 > th dose dependent rect. 16 20
26 58.58 temperature 20 270 > th dose independent rect. 15 16
30 58.68 temperature 20 270 > th dose independent rect. 24 20
32 58.77 temperature 15 720 > th dose dependent sin 12 NA
52 59.63 temperature 15 1440 > th dose dependent rect. 21 2
53 59.63 temperature 30 1440 < th dose dependent rect. 21 2
107 60.08 temperature 30 1440 < th dose dependent rect. 19 9
111 60.10 temperature 30 1440 < th dose dependent rect. 19 12
159 60.26 temperature 30 1440 < th dose dependent rect. 19 6
256 60.52 temperature 30 1440 < th dose dependent sin 11 NA
337 60.75 temperature 15 270 > th dose dependent rect. 24 9
447 61.01 temperature 25 1440 < th dose dependent rect. 3 1
450 61.02 temperature 10 1440 > th dose dependent rect. 2 5
488 61.10 temperature 30 1440 < th dose dependent rect. 2 5
610 61.32 temperature 10 1440 > th dose dependent rect. 3 1
724 61.52 temperature 20 270 > th dose independent rect. 24 8
738 61.55 temperature 10 270 > th dose dependent rect. 24 21