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Os01g0956200

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

Description : Protein of unknown function DUF563 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.35 (0.0411) R2 : 0.465
β1 : -0.542 (0.173) R2dD : 0.017 R2D : -0.0393
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.97 (0.151) R2dE : 0.47 R2E : 0.417
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -4.17 (0.738) R2dD*E : 0.058 R2D*E : 0.0107
γ1 : -0.159 (0.0898) R2dN8 : 0.00672 R2N8 : -0.0176
σ : 0.74
deviance : 252.32
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C
peak time of C : --
E
wheather : temperature
threshold : 10.52
memory length : 425
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 0.0167
open length of G : 19.6

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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
234.25 0.719 9.38 -0.748 0.447 3.05 -2.53 -5.05 -0.26 8.18 15.61 429 0.603 19.2
250.51 0.737 9.28 -0.0438 0.394 2.95 -2.19 -- -0.0634 9.88 13.97 420 0.0167 20.5
246.55 0.731 9.37 -0.699 0.542 3.51 -- -4.81 -0.232 3.49 9.304 452 0.0333 19.3
264.93 0.758 9.29 -0.0897 0.646 3.32 -- -- -0.0604 4.27 9.493 471 0.402 18.8
252.32 0.74 9.35 -0.542 -- 2.97 -- -4.17 -0.159 -- 10.52 425 0.0167 19.6
367.92 0.899 9.21 0.479 1.22 -- -1.47 -- 0.315 14.5 -- -- -- --
374.78 0.907 9.22 0.441 1.24 -- -- -- 0.308 14.9 -- -- -- --
272.05 0.768 9.3 -0.0956 -- 2.89 -- -- -0.0714 -- 11.17 420 0.0166 19.7
264.99 0.758 9.3 -- 0.749 3.43 -- -- -0.0677 4.22 8.886 478 0.4 18.7
462.93 1.01 9.23 0.389 -- -- -- -- 0.276 -- -- -- -- --
379.92 0.912 9.23 -- 1.23 -- -- -- 0.259 14.9 -- -- -- --
271.71 0.768 9.3 -- -- 2.79 -- -- -0.0355 -- 10.75 428 0.0167 19.7
466.92 1.01 9.24 -- -- -- -- -- 0.233 -- -- -- -- --

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
1 246.84 temperature 15 270 > th dose dependent rect. 2 19
71 258.98 temperature 10 270 > th dose dependent rect. 12 23
72 259.00 temperature 15 720 > th dose dependent sin 2 NA
170 263.29 temperature 15 270 > th dose dependent sin 20 NA
232 265.55 radiation 20 4320 > th dose dependent rect. 16 16
246 266.07 temperature 25 1440 < th dose dependent rect. 3 1
271 266.71 temperature 20 270 > th dose dependent rect. 14 19
292 267.32 temperature 15 1440 > th dose dependent rect. 3 1
298 267.61 temperature 15 270 > th dose dependent rect. 10 23
321 268.01 temperature 10 1440 > th dose dependent rect. 2 7
333 268.25 temperature 30 1440 < th dose dependent rect. 2 6
335 268.28 temperature 20 270 > th dose dependent rect. 14 7
356 268.61 temperature 10 1440 > th dose dependent rect. 6 1
415 269.52 temperature 10 1440 > th dose dependent rect. 5 3
438 269.74 temperature 30 1440 < th dose dependent rect. 6 1
493 270.07 temperature 10 4320 > th dose dependent sin 6 NA
599 270.47 temperature 30 4320 < th dose dependent sin 7 NA
1000 271.55 radiation 20 4320 > th dose dependent rect. 7 1