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Os01g0866200

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

Description : Histone H3.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.8 (0.0359) R2 : 0.592
β1 : 0.947 (0.134) R2dD : 0.0492 R2D : 0.00535
β2 : 0.785 (0.102) R2dC : 0.0656 R2C : 0.198
β3 : -3.01 (0.169) R2dE : 0.394 R2E : 0.475
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.02 (0.0802) R2dN8 : 9.54e-05 R2N8 : -0.00306
σ : 0.663
deviance : 202.77
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C
peak time of C : 4.57
E
wheather : temperature
threshold : 19.58
memory length : 284
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 19.9
open length of G : 20.9

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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
202.53 0.669 11.8 0.878 0.756 -2.97 -0.418 -0.397 0.00118 4.39 19.69 278 19.9 21.1
202.6 0.663 11.8 0.922 0.757 -3.01 -0.293 -- 0.0175 4.36 19.6 284 19.8 21.1
202.85 0.663 11.8 0.909 0.784 -2.97 -- -0.149 0.00712 4.47 19.55 281 19.9 21.1
202.77 0.663 11.8 0.947 0.785 -3.01 -- -- 0.02 4.57 19.58 284 19.9 20.9
220.88 0.692 11.7 1.15 -- -3.42 -- 0.531 0.136 -- 20.24 206 19.5 22.5
335.42 0.859 11.9 0.329 1.6 -- 0.146 -- -0.448 3.66 -- -- -- --
335.49 0.858 11.9 0.327 1.6 -- -- -- -0.449 3.65 -- -- -- --
221 0.692 11.8 1.08 -- -3.39 -- -- 0.112 -- 20.02 203 19.4 22.6
224.35 0.698 11.8 -- 0.89 -2.7 -- -- -0.122 4.5 20.1 282 20 20.7
476.91 1.02 11.9 0.394 -- -- -- -- -0.406 -- -- -- -- --
338.31 0.86 11.9 -- 1.6 -- -- -- -0.485 3.65 -- -- -- --
246 0.731 11.8 -- -- -3.23 -- -- -0.112 -- 23.25 216 19.3 21.7
481 1.02 11.9 -- -- -- -- -- -0.45 -- -- -- -- --

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
1 202.83 temperature 20 270 > th dose dependent rect. 20 21
3 204.12 temperature 10 270 > th dose dependent rect. 7 22
4 205.15 temperature 20 90 > th dose dependent rect. 8 22
22 210.05 temperature 30 270 < th dose dependent rect. 3 20
77 216.33 temperature 30 90 < th dose dependent rect. 6 19
90 217.21 temperature 15 270 > th dose dependent rect. 7 10
183 224.24 temperature 10 270 > th dose dependent sin 1 NA
185 224.29 temperature 20 270 > th dose dependent no NA NA
202 225.17 temperature 15 90 > th dose dependent sin 22 NA
217 225.88 temperature 30 270 < th dose dependent sin 0 NA
244 226.98 temperature 20 90 > th dose dependent rect. 13 23
246 227.08 temperature 30 270 < th dose dependent rect. 14 23
285 228.15 temperature 30 270 < th dose dependent no NA NA
354 230.67 temperature 30 270 < th dose dependent rect. 20 23
442 233.04 temperature 25 270 < th dose independent rect. 4 20
554 235.54 temperature 30 30 < th dose independent rect. 6 18
775 239.62 temperature 30 1440 < th dose dependent rect. 8 1
797 239.99 temperature 20 1440 > th dose dependent rect. 8 1
848 240.60 temperature 30 1440 < th dose dependent rect. 7 3
979 242.21 temperature 25 270 > th dose independent rect. 21 21