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Os08g0454400

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 : 7 (0.031) R2 : 0.714
β1 : -1.44 (0.12) R2dD : 0.109 R2D : -0.0929
β2 : 1.89 (0.0765) R2dC : 0.387 R2C : 0.383
β3 : -3.4 (0.16) R2dE : 0.387 R2E : 0.139
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.852 (0.0717) R2dN8 : 0.148 R2N8 : -0.0887
σ : 0.565
deviance : 146.96
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C
peak time of C : 3.77
E
wheather : temperature
threshold : 24.2
memory length : 1474
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
145.85 0.567 7.02 -1.52 1.89 -3.28 -0.602 0.502 -0.89 3.75 24.68 1463 -- --
145.9 0.563 7.02 -1.45 1.9 -3.4 -0.61 -- -0.877 3.7 24.28 1495 -- --
146.84 0.564 7.01 -1.5 1.89 -3.33 -- 0.39 -0.874 3.77 24.32 1467 -- --
146.96 0.565 7 -1.44 1.89 -3.4 -- -- -0.852 3.77 24.2 1474 -- --
309.78 0.82 7.07 -1.84 -- -3.37 -- 2.38 -0.92 -- 30.79 1182 -- --
291.2 0.8 6.85 -0.432 1.98 -- -0.729 -- -0.189 3.75 -- -- -- --
292.78 0.801 6.85 -0.421 1.98 -- -- -- -0.185 3.77 -- -- -- --
313.12 0.824 7.04 -1.42 -- -3.59 -- -- -0.944 -- 28 1174 -- --
192.39 0.646 6.94 -- 1.84 -2.61 -- -- -0.593 3.84 24.78 1386 -- --
509.48 1.05 6.86 -0.339 -- -- -- -- -0.132 -- -- -- -- --
297.45 0.807 6.84 -- 1.97 -- -- -- -0.138 3.77 -- -- -- --
359.22 0.883 6.97 -- -- -2.92 -- -- -0.649 -- 28.86 1167 -- --
512.5 1.06 6.85 -- -- -- -- -- -0.0949 -- -- -- -- --

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
1 143.39 temperature 25 1440 < th dose dependent rect. 19 15
13 143.69 temperature 25 1440 < th dose dependent sin 9 NA
88 145.01 temperature 10 1440 > th dose dependent rect. 3 4
91 145.06 temperature 10 1440 > th dose dependent rect. 19 12
110 145.16 temperature 30 1440 < th dose dependent rect. 3 4
113 145.18 temperature 25 1440 < th dose dependent rect. 1 9
117 145.23 temperature 25 1440 < th dose dependent rect. 3 6
191 145.71 temperature 10 1440 > th dose dependent rect. 1 7
213 145.80 temperature 10 1440 > th dose dependent sin 10 NA
264 146.09 temperature 25 1440 < th dose dependent no NA NA
295 146.32 temperature 25 1440 < th dose dependent rect. 1 23
320 146.49 temperature 25 1440 < th dose dependent rect. 23 23
426 147.07 temperature 25 1440 < th dose dependent rect. 21 2
975 151.41 temperature 10 720 > th dose dependent rect. 10 23