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Os10g0363700

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.25 (0.0221) R2 : 0.483
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.93 (0.0963) R2dE : 0.487 R2E : 0.482
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0192 (0.0476) R2dN8 : 0.000255 R2N8 : -0.0047
σ : 0.411
deviance : 77.99
__
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C
peak time of C : --
E
wheather : temperature
threshold : 15.85
memory length : 372
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
72.74 0.401 8.23 0.222 0.702 1.18 -0.0717 0.799 0.0585 17.1 20 1479 -- --
73.41 0.399 8.26 -0.00926 0.736 1.25 -0.075 -- -0.00238 16.9 20.16 1358 -- --
72.72 0.397 8.23 0.243 0.664 1.19 -- 0.877 0.0642 17.1 20.09 1566 -- --
73.33 0.399 8.26 -0.0091 0.724 1.22 -- -- -0.0135 17 20.43 1425 -- --
77.92 0.411 8.25 0.0491 -- 1.96 -- 0.342 -0.0132 -- 15.31 389 -- --
120.19 0.514 8.2 0.441 0.651 -- -0.131 -- 0.283 17.3 -- -- -- --
120.23 0.513 8.2 0.441 0.65 -- -- -- 0.282 17.4 -- -- -- --
77.99 0.411 8.25 -0.00455 -- 1.94 -- -- -0.0195 -- 15.83 372 -- --
73.29 0.399 8.26 -- 0.717 1.17 -- -- -0.00421 17.1 20.76 1443 -- --
142.26 0.557 8.19 0.419 -- -- -- -- 0.266 -- -- -- -- --
125.35 0.524 8.21 -- 0.643 -- -- -- 0.233 17.4 -- -- -- --
77.99 0.411 8.25 -- -- 1.93 -- -- -0.0192 -- 15.85 372 -- --
146.88 0.566 8.2 -- -- -- -- -- 0.22 -- -- -- -- --

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 72.02 temperature 10 1440 > th dose dependent rect. 4 15
17 72.14 temperature 10 1440 > th dose dependent sin 2 NA
74 72.32 temperature 10 1440 > th dose dependent rect. 5 9
123 72.42 temperature 30 1440 < th dose dependent rect. 6 3
166 72.49 temperature 15 1440 > th dose dependent rect. 6 3
182 72.51 temperature 10 1440 > th dose dependent rect. 7 1
301 72.71 temperature 30 1440 < th dose dependent rect. 7 1
319 72.75 temperature 20 1440 > th dose dependent no NA NA
330 72.77 temperature 20 1440 > th dose dependent rect. 15 23
379 72.83 temperature 20 1440 > th dose dependent rect. 10 23
380 72.83 temperature 20 1440 > th dose dependent rect. 12 23
435 72.97 temperature 10 720 > th dose dependent rect. 12 21
437 72.98 temperature 10 1440 > th dose dependent no NA NA
466 73.05 temperature 10 1440 > th dose dependent rect. 15 23
497 73.10 temperature 10 1440 > th dose dependent rect. 13 23
535 73.15 temperature 10 1440 > th dose dependent rect. 10 23
757 73.70 temperature 10 1440 > th dose dependent rect. 16 3
942 74.16 temperature 10 1440 > th dose dependent rect. 18 1