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Os12g0174200

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 : 6.88 (0.0361) R2 : 0.757
β1 : -2.4 (0.132) R2dD : 0.184 R2D : 0.139
β2 : 2.45 (0.117) R2dC : 0.432 R2C : -0.502
β3 : 4.66 (0.138) R2dE : 1.12 R2E : 0.13
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0667 (0.0771) R2dN8 : 0.000567 R2N8 : 0.00387
σ : 0.674
deviance : 209.22
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C
peak time of C : 10.9
E
wheather : temperature
threshold : 6.76
memory length : 271
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 11
open length of G : 14.5

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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
209.86 0.681 6.9 -2.4 2.08 4.26 0.0766 0.183 0.0675 11.4 8.842 257 11 14.7
209.68 0.674 6.9 -2.41 2.2 4.4 0.0257 -- 0.0601 11.2 8.198 259 11 14.7
209.64 0.674 6.89 -2.36 2.17 4.36 -- 0.335 0.0737 11.2 8.428 262 11 14.6
209.22 0.674 6.88 -2.4 2.45 4.66 -- -- 0.0667 10.9 6.76 271 11 14.5
276.12 0.774 6.94 -2.3 -- 3.6 -- 1.44 0.0671 -- 17.82 158 10.6 15.1
331.33 0.853 6.94 -1.95 2.76 -- 0.981 -- 0.339 17.4 -- -- -- --
333.71 0.855 6.93 -1.95 2.76 -- -- -- 0.343 17.4 -- -- -- --
272.43 0.769 6.96 -2.49 -- 3.65 -- -- -0.0299 -- 17.66 163 10.6 15.1
356.08 0.879 6.83 -- 2.98 4.88 -- -- 0.316 10.9 0.4047 268 11.2 14.4
732.1 1.26 6.9 -2.05 -- -- -- -- 0.275 -- -- -- -- --
434.07 0.975 6.88 -- 2.8 -- -- -- 0.561 17.3 -- -- -- --
438.31 0.975 6.89 -- -- 3.37 -- -- 0.312 -- 16.29 149 10.8 14.4
842.46 1.35 6.85 -- -- -- -- -- 0.502 -- -- -- -- --

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
1 212.35 temperature 10 270 > th dose dependent rect. 11 15
6 222.00 temperature 10 270 > th dose dependent rect. 20 21
20 227.08 temperature 15 270 > th dose dependent rect. 10 21
25 227.96 temperature 10 270 > th dose dependent rect. 21 10
26 228.03 temperature 30 270 < th dose dependent rect. 15 19
129 238.06 temperature 20 270 > th dose independent rect. 11 16
137 238.29 temperature 25 720 < th dose dependent rect. 10 17
140 238.50 temperature 25 720 < th dose dependent rect. 8 18
157 239.35 temperature 25 1440 < th dose dependent rect. 16 10
202 240.41 temperature 25 720 < th dose dependent sin 18 NA
221 240.88 temperature 15 1440 > th dose dependent rect. 21 5
233 240.99 temperature 25 1440 < th dose dependent sin 15 NA
236 241.06 temperature 25 1440 < th dose dependent rect. 21 1
329 242.19 temperature 20 270 > th dose independent rect. 21 20
344 242.39 temperature 25 1440 < th dose dependent rect. 1 1
537 244.39 temperature 30 270 < th dose dependent rect. 24 23
727 246.25 temperature 15 1440 > th dose dependent sin 13 NA
862 247.34 temperature 30 270 < th dose dependent no NA NA