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Os02g0286900

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.53 (0.0651) R2 : 0.746
β1 : -7.45 (0.335) R2dD : 0.79 R2D : 0.017
β2 : 1.51 (0.139) R2dC : 0.0656 R2C : 0.015
β3 : 7.22 (0.253) R2dE : 0.578 R2E : 0.122
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -5.79 (1.14) R2dD*E : 0.0399 R2D*E : -0.149
γ1 : -1.22 (0.143) R2dN8 : 0.0804 R2N8 : -0.155
σ : 1.03
deviance : 488.6
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C
peak time of C : 3.73
E
wheather : temperature
threshold : 12.42
memory length : 1812
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

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
486.35 1.04 8.54 -7.49 1.51 7.22 0.895 -5.88 -1.23 3.89 12.35 1843 -- --
514.84 1.06 8.37 -6.14 1.46 7.16 0.779 -- -0.891 3.58 13.51 1751 -- --
488.6 1.03 8.53 -7.45 1.51 7.22 -- -5.79 -1.22 3.73 12.42 1812 -- --
516.8 1.06 8.37 -6.15 1.46 7.2 -- -- -0.883 3.42 13.55 1730 -- --
525.97 1.07 8.52 -7.39 -- 7.47 -- -5.71 -1.2 -- 15.38 1252 -- --
1374.02 1.74 8.07 -3.82 1.36 -- 0.772 -- 0.454 2.76 -- -- -- --
1376.06 1.74 8.08 -3.84 1.36 -- -- -- 0.45 2.71 -- -- -- --
549.03 1.09 8.37 -6.07 -- 7.41 -- -- -0.853 -- 13.85 1254 -- --
1350.37 1.71 8.21 -- 1.06 3.72 -- -- 0.394 2.83 19.99 1239 -- --
1483.12 1.8 8.07 -3.79 -- -- -- -- 0.484 -- -- -- -- --
1765.36 1.97 7.98 -- 1.28 -- -- -- 0.878 2.68 -- -- -- --
1359.65 1.72 8.13 -- -- 3.83 -- -- 0.188 -- 20.9 1194 -- --
1861.1 2.01 7.98 -- -- -- -- -- 0.904 -- -- -- -- --

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
1 486.89 temperature 15 1440 > th dose dependent rect. 15 21
40 490.85 temperature 30 1440 < th dose dependent rect. 16 20
46 491.43 temperature 15 1440 > th dose dependent rect. 11 23
52 491.89 temperature 15 1440 > th dose dependent no NA NA
57 492.11 temperature 15 1440 > th dose dependent rect. 7 23
63 492.27 temperature 15 1440 > th dose dependent rect. 1 23
70 492.47 temperature 15 1440 > th dose dependent rect. 4 23
81 492.83 temperature 15 1440 > th dose dependent rect. 20 23
91 493.03 temperature 15 1440 > th dose dependent sin 15 NA
121 493.51 temperature 15 1440 > th dose dependent rect. 16 9
188 495.08 temperature 30 1440 < th dose dependent rect. 2 22
209 495.45 temperature 30 1440 < th dose dependent rect. 5 22
250 496.10 temperature 30 1440 < th dose dependent no NA NA
254 496.12 temperature 30 1440 < th dose dependent rect. 11 23
257 496.14 temperature 30 1440 < th dose dependent rect. 16 9
276 496.57 temperature 30 1440 < th dose dependent rect. 17 6
354 497.96 temperature 30 1440 < th dose dependent rect. 20 23
419 499.25 temperature 30 1440 < th dose dependent sin 15 NA
776 506.59 temperature 15 1440 > th dose dependent sin 5 NA