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Os02g0815700

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

Description : Similar to C-terminal protease precursor.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.56 (0.03) R2 : 0.968
β1 : -1.2 (0.113) R2dD : 0.00938 R2D : 0.0144
β2 : 9.62 (0.0858) R2dC : 1.16 R2C : 0.853
β3 : 4.65 (0.159) R2dE : 0.0902 R2E : -0.199
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.225 (0.0662) R2dN8 : 0.00127 R2N8 : 0.00165
σ : 0.555
deviance : 142.23
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C
peak time of C : 3.62
E
wheather : temperature
threshold : 30.97
memory length : 234
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 6.57
open length of G : 14.6

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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 = rect.)

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
126.32 0.528 9.51 -0.712 10.1 4.7 -3.01 -4.79 -0.172 3.6 32.74 234 6.68 14.4
151.16 0.573 9.55 -1.01 9.92 5.02 -1.26 -- -0.205 3.43 31.91 289 6.13 14.1
137.6 0.546 9.55 -0.936 9.66 4.46 -- -2.38 -0.195 3.61 31.52 236 6.47 14.8
142.23 0.555 9.56 -1.2 9.62 4.65 -- -- -0.225 3.62 30.97 234 6.57 14.6
416.42 0.95 9.59 -2.23 -- 9.61 -- 4.13 -0.414 -- 56.91 531 17 12.1
408.77 0.948 9.69 -2.1 8.42 -- 0.933 -- -0.792 3.71 -- -- -- --
411.38 0.95 9.69 -2.11 8.42 -- -- -- -0.797 3.71 -- -- -- --
302.73 0.81 9.72 -1.99 -- 9.11 -- -- -0.6 -- 146 498 16.5 14.2
179.59 0.624 9.54 -- 9.62 5.07 -- -- -0.0635 3.63 30.61 236 6.55 14.7
4337.05 3.08 9.71 -1.76 -- -- -- -- -0.573 -- -- -- -- --
529.24 1.08 9.64 -- 8.38 -- -- -- -0.561 3.72 -- -- -- --
397.27 0.928 9.65 -- -- 9.21 -- -- -0.385 -- 133.5 496 16.4 14.4
4419.11 3.1 9.66 -- -- -- -- -- -0.377 -- -- -- -- --

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
1 136.91 temperature 30 270 < th dose dependent rect. 6 15
2 136.94 temperature 15 270 > th dose dependent rect. 9 8
14 156.63 temperature 15 270 > th dose dependent rect. 23 17
15 156.74 temperature 15 270 > th dose dependent rect. 22 19
26 162.77 temperature 30 270 < th dose dependent sin 23 NA
30 164.46 temperature 15 270 > th dose dependent sin 0 NA
77 179.81 temperature 15 90 > th dose dependent sin 21 NA
139 189.29 temperature 25 270 > th dose independent rect. 10 7
326 211.25 temperature 30 270 < th dose dependent rect. 5 8
334 211.88 atmosphere 1010 270 < th dose independent rect. 10 7
401 218.11 humidity 90 270 < th dose independent rect. 10 7
402 218.14 temperature 10 270 > th dose dependent rect. 9 22
425 219.80 temperature 20 10 > th dose dependent rect. 12 8
535 227.40 temperature 30 720 < th dose dependent rect. 9 2
570 229.17 temperature 25 270 < th dose independent rect. 6 15
808 238.83 atmosphere 1010 270 < th dose independent rect. 23 17
819 239.20 temperature 30 720 < th dose dependent rect. 24 15