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Os08g0517900

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

Description : Similar to 30S ribosomal protein S16.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.1 (0.0195) R2 : 0.724
β1 : 0.989 (0.0729) R2dD : 0.125 R2D : 0.164
β2 : 0.873 (0.046) R2dC : 0.219 R2C : 0.19
β3 : -1.54 (0.0837) R2dE : 0.248 R2E : 0.357
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.331 (0.0441) R2dN8 : 0.0533 R2N8 : 0.0794
σ : 0.357
deviance : 58.89
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C
peak time of C : 22.4
E
wheather : temperature
threshold : 29.26
memory length : 252
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
58.63 0.36 10.1 0.981 0.873 -1.53 0.24 0.099 0.327 22.4 29.23 254 -- --
58.64 0.357 10.1 0.995 0.877 -1.54 0.243 -- 0.331 22.4 29.21 250 -- --
58.86 0.357 10.1 0.965 0.872 -1.53 -- 0.144 0.328 22.4 29.3 252 -- --
58.89 0.357 10.1 0.989 0.873 -1.54 -- -- 0.331 22.4 29.26 252 -- --
85.67 0.431 10 0.834 -- -1.96 -- 0.45 0.331 -- 38.19 620 -- --
90.37 0.446 9.99 1.39 0.98 -- 0.305 -- 0.65 20.5 -- -- -- --
90.67 0.446 9.99 1.38 0.98 -- -- -- 0.65 20.5 -- -- -- --
85.82 0.431 10 0.911 -- -1.95 -- -- 0.352 -- 37.17 627 -- --
83.23 0.425 10.1 -- 0.927 -1.67 -- -- 0.157 22.6 28.9 234 -- --
144.44 0.562 9.96 1.38 -- -- -- -- 0.64 -- -- -- -- --
140.82 0.555 10 -- 0.975 -- -- -- 0.496 20.6 -- -- -- --
105.6 0.479 10.1 -- -- -2.28 -- -- 0.209 -- 38.46 662 -- --
194.34 0.651 10 -- -- -- -- -- 0.488 -- -- -- -- --

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 55.54 temperature 10 270 > th dose dependent rect. 7 22
3 56.09 temperature 30 270 < th dose dependent rect. 2 22
19 57.55 temperature 30 270 < th dose dependent rect. 13 22
30 58.17 temperature 30 90 < th dose dependent rect. 5 20
42 58.51 temperature 15 270 > th dose dependent rect. 17 23
53 58.82 temperature 30 270 < th dose dependent no NA NA
73 59.38 temperature 20 4320 < th dose independent rect. 17 10
76 59.41 temperature 20 4320 > th dose independent rect. 17 10
109 59.71 temperature 25 4320 < th dose dependent rect. 22 1
118 59.77 temperature 30 270 < th dose dependent rect. 19 23
145 60.04 temperature 20 4320 > th dose independent sin 15 NA
155 60.07 temperature 20 4320 < th dose independent sin 15 NA
166 60.12 temperature 30 10 < th dose dependent rect. 5 21
181 60.20 temperature 15 4320 > th dose dependent rect. 22 1
226 60.43 temperature 20 1440 > th dose independent rect. 1 4
255 60.54 temperature 20 1440 < th dose independent rect. 1 4
472 61.12 temperature 15 90 > th dose dependent no NA NA
505 61.18 temperature 25 270 < th dose independent rect. 3 21
522 61.21 temperature 25 1440 < th dose dependent rect. 22 13
582 61.29 temperature 25 4320 < th dose dependent sin 14 NA
697 61.45 temperature 20 4320 > th dose independent rect. 23 1
794 61.54 temperature 15 1440 > th dose dependent rect. 22 12
840 61.58 temperature 25 1440 < th dose dependent sin 9 NA