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Os12g0226700

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

Description : Similar to Allyl alcohol dehydrogenase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.2 (0.0366) R2 : 0.903
β1 : 1.85 (0.134) R2dD : 0.0404 R2D : -0.00483
β2 : 6.17 (0.0955) R2dC : 0.985 R2C : 0.771
β3 : 3.75 (0.18) R2dE : 0.109 R2E : -0.15
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.712 (0.0796) R2dN8 : 0.024 R2N8 : -0.0152
σ : 0.676
deviance : 210.85
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C
peak time of C : 8.64
E
wheather : temperature
threshold : 27.89
memory length : 120
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 6.62
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 = sin)

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
206.18 0.675 11.2 1.72 6.01 3.6 1.31 -0.00176 0.692 8.77 28.5 83 5.27 --
205.93 0.668 11.2 1.72 6.06 3.6 1.33 -- 0.688 8.73 28.3 92 5.64 --
210.03 0.675 11.2 1.88 6.08 3.69 -- -0.764 0.734 8.71 28.14 92 5.83 --
210.85 0.676 11.2 1.85 6.17 3.75 -- -- 0.712 8.64 27.89 120 6.62 --
393.21 0.924 11.4 1.88 -- 6.35 -- -1.96 0.494 -- 46.82 659 4.07 --
291.56 0.8 11.3 1.32 5.8 -- 1.82 -- 0.265 7.76 -- -- -- --
300.99 0.812 11.3 1.36 5.8 -- -- -- 0.262 7.74 -- -- -- --
283.01 0.784 11.4 1.52 -- 6.42 -- -- 0.398 -- 104.6 776 4.79 --
289.76 0.793 11.2 -- 6.01 2.84 -- -- 0.441 8.38 27.6 116 6.42 --
2116.84 2.15 11.4 1.44 -- -- -- -- 0.345 -- -- -- -- --
349.94 0.875 11.3 -- 5.81 -- -- -- 0.11 7.73 -- -- -- --
345.36 0.866 11.5 -- -- 6.19 -- -- 0.202 -- 232.5 892 5.74 --
2171.21 2.17 11.5 -- -- -- -- -- 0.186 -- -- -- -- --

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
1 192.72 temperature 15 270 > th dose dependent rect. 15 9
2 192.77 temperature 30 270 < th dose dependent rect. 17 11
5 194.99 temperature 15 270 > th dose dependent rect. 16 17
7 195.63 temperature 30 270 < th dose dependent rect. 11 17
24 199.24 temperature 20 270 > th dose independent rect. 14 9
51 203.93 temperature 30 10 < th dose dependent rect. 20 10
55 204.40 temperature 20 90 > th dose independent rect. 17 18
79 206.87 temperature 30 90 < th dose dependent sin 11 NA
80 206.94 temperature 30 10 < th dose dependent sin 10 NA
95 207.90 temperature 30 270 < th dose dependent sin 14 NA
108 208.45 temperature 10 10 > th dose dependent sin 10 NA
190 212.79 temperature 25 10 < th dose dependent rect. 12 17
418 219.02 temperature 25 720 < th dose dependent rect. 10 12
489 220.38 temperature 25 720 < th dose dependent rect. 13 8
648 223.78 temperature 25 270 < th dose independent rect. 13 14
666 224.19 temperature 25 270 < th dose independent rect. 11 17
678 224.45 temperature 25 720 < th dose dependent rect. 19 1
730 225.17 temperature 25 270 < th dose independent rect. 18 10
877 227.15 atmosphere 995 270 > th dose dependent rect. 10 18
903 227.55 temperature 30 90 < th dose dependent rect. 23 6
991 229.00 temperature 15 10 > th dose dependent rect. 16 9