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Os06g0280900

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 : 8.71 (0.0234) R2 : 0.765
β1 : 1.01 (0.0862) R2dD : 0.0755 R2D : 0.0789
β2 : 1.18 (0.0817) R2dC : 0.207 R2C : 0.468
β3 : -1.17 (0.0856) R2dE : 0.19 R2E : 0.486
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.222 (0.0513) R2dN8 : 0.0138 R2N8 : 0.011
σ : 0.436
deviance : 87.6
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C
peak time of C : 20.1
E
wheather : temperature
threshold : 25.07
memory length : 232
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 3.33
open length of G : 8.2

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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 = 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
83.94 0.43 8.73 0.88 1.16 -1.2 0.411 1.22 0.181 20 25.1 252 3.25 8.15
85.86 0.432 8.71 0.999 1.17 -1.19 -0.762 -- 0.223 20.1 25.09 231 3.32 8.2
84.13 0.427 8.73 0.894 1.17 -1.19 -- 1.01 0.179 20 25 248 3.32 8.22
87.6 0.436 8.71 1.01 1.18 -1.17 -- -- 0.222 20.1 25.07 232 3.33 8.2
114 0.497 8.69 0.938 -- -1.39 -- 1.05 0.219 -- 29.2 153 3.11 9.62
119.66 0.513 8.7 1.14 1.94 -- -1.05 -- 0.391 20.3 -- -- -- --
123.1 0.52 8.7 1.17 1.95 -- -- -- 0.391 20.3 -- -- -- --
112.74 0.495 8.68 1.08 -- -1.53 -- -- 0.283 -- 29.19 177 2.83 9.48
114.28 0.498 8.71 -- 1.16 -1.23 -- -- 0.154 19.9 25.11 229 3.62 7.98
332.98 0.853 8.65 1.16 -- -- -- -- 0.369 -- -- -- -- --
159.42 0.591 8.73 -- 1.94 -- -- -- 0.26 20.3 -- -- -- --
135.11 0.541 8.73 -- -- -1.98 -- -- 0.159 -- 25.3 407 1.91 8.84
368.5 0.896 8.67 -- -- -- -- -- 0.24 -- -- -- -- --

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 84.79 temperature 25 270 < th dose independent rect. 3 8
11 89.48 temperature 20 720 < th dose independent rect. 24 6
24 90.72 temperature 30 270 < th dose dependent rect. 3 8
32 91.22 temperature 20 720 > th dose independent rect. 24 6
40 91.63 temperature 20 720 > th dose independent rect. 1 3
43 91.77 temperature 25 270 > th dose independent rect. 1 13
47 91.87 temperature 25 270 > th dose independent rect. 6 8
52 92.07 temperature 25 270 > th dose independent sin 4 NA
56 92.16 temperature 25 270 < th dose independent sin 4 NA
69 92.56 temperature 25 270 > th dose independent rect. 4 10
86 92.90 temperature 20 270 > th dose dependent rect. 6 8
93 93.04 temperature 20 270 > th dose dependent sin 4 NA
123 93.75 temperature 10 720 > th dose dependent rect. 1 8
194 95.08 temperature 20 270 > th dose dependent rect. 24 13
237 95.66 temperature 25 720 < th dose dependent rect. 3 2
260 95.88 temperature 25 270 < th dose dependent rect. 5 4
345 96.76 temperature 25 270 < th dose dependent rect. 7 1
356 96.86 temperature 30 270 < th dose dependent sin 4 NA
388 97.19 temperature 20 720 < th dose independent sin 8 NA
477 98.03 temperature 25 10 > th dose dependent sin 2 NA
701 99.52 temperature 15 720 > th dose dependent rect. 1 3
807 100.03 temperature 25 10 > th dose dependent rect. 7 8
921 100.58 temperature 25 10 > th dose dependent rect. 1 14
925 100.60 temperature 25 10 > th dose dependent rect. 3 12
944 100.68 temperature 25 270 < th dose independent rect. 9 1