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Os08g0165300

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 14.4 (0.0365) R2 : 0.45
β1 : 1.42 (0.136) R2dD : 0.15 R2D : 0.0899
β2 : 0.808 (0.0886) R2dC : 0.101 R2C : 0.098
β3 : -1.32 (0.109) R2dE : 0.229 R2E : 0.185
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.151 (0.0842) R2dN8 : 0.00644 R2N8 : 0.0404
σ : 0.664
deviance : 203.02
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C
peak time of C : 8.74
E
wheather : temperature
threshold : 22.26
memory length : 1455
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
200.49 0.665 14.5 1.12 0.82 -1.36 0.253 -0.98 -0.229 8.74 22.1 1500 -- --
202.79 0.663 14.4 1.41 0.807 -1.32 0.282 -- -0.155 8.65 22.28 1455 -- --
200.69 0.66 14.5 1.13 0.816 -1.36 -- -0.975 -0.229 8.8 22.11 1495 -- --
203.02 0.664 14.4 1.42 0.808 -1.32 -- -- -0.151 8.74 22.26 1455 -- --
225.6 0.7 14.5 1.21 -- -1.29 -- -0.452 -0.184 -- 22.4 820 -- --
268.72 0.769 14.5 0.941 0.81 -- 0.139 -- -0.598 8.99 -- -- -- --
268.78 0.768 14.5 0.946 0.808 -- -- -- -0.598 9.03 -- -- -- --
226.34 0.701 14.5 1.36 -- -1.29 -- -- -0.149 -- 22.36 820 -- --
250.34 0.737 14.5 -- 0.747 -0.975 -- -- -0.403 8.39 22.4 1170 -- --
306.35 0.818 14.6 0.945 -- -- -- -- -0.593 -- -- -- -- --
292.37 0.8 14.6 -- 0.81 -- -- -- -0.703 8.95 -- -- -- --
272.23 0.768 14.5 -- -- -1.06 -- -- -0.371 -- 22.35 786 -- --
329.89 0.848 14.6 -- -- -- -- -- -0.698 -- -- -- -- --

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
1 200.72 wind 3 43200 > th dose independent rect. 1 1
2 201.71 temperature 20 1440 < th dose independent rect. 5 1
3 202.06 temperature 20 1440 > th dose independent rect. 5 1
6 204.44 temperature 20 1440 > th dose independent rect. 3 3
12 205.07 wind 3 43200 < th dose independent rect. 1 1
13 205.22 temperature 25 1440 < th dose dependent rect. 13 16
20 205.54 temperature 20 4320 > th dose independent rect. 22 1
41 206.14 temperature 25 1440 < th dose dependent sin 15 NA
51 206.37 temperature 25 1440 < th dose dependent rect. 1 4
105 207.35 temperature 15 1440 > th dose dependent rect. 1 4
187 208.37 temperature 25 1440 < th dose dependent rect. 20 1
339 209.88 temperature 20 4320 < th dose independent rect. 22 1
345 209.95 temperature 25 1440 < th dose dependent no NA NA
358 210.03 temperature 25 1440 < th dose dependent rect. 16 23
361 210.06 temperature 25 1440 < th dose dependent rect. 24 23
368 210.12 temperature 25 1440 < th dose dependent rect. 19 23
407 210.48 temperature 25 1440 < th dose dependent rect. 4 23
483 211.23 temperature 20 1440 > th dose independent rect. 18 13
513 211.52 temperature 20 1440 > th dose independent rect. 20 11
594 212.24 temperature 20 1440 < th dose independent rect. 18 13
608 212.36 temperature 20 1440 < th dose independent rect. 20 11
615 212.45 wind 1 43200 > th dose dependent rect. 1 1
664 212.84 wind 9 14400 > th dose independent rect. 5 8
681 212.95 temperature 20 1440 > th dose independent sin 8 NA
752 213.36 temperature 20 1440 > th dose independent rect. 3 16
764 213.42 temperature 20 1440 > th dose independent rect. 3 18
860 213.96 temperature 20 1440 < th dose independent sin 8 NA
915 214.22 temperature 20 1440 < th dose independent rect. 3 19
950 214.38 temperature 20 4320 > th dose independent rect. 18 6