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Os06g0216700

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

Description : Cupredoxin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.3 (0.0408) R2 : 0.891
β1 : -1.4 (0.149) R2dD : 0.0222 R2D : 0.0048
β2 : 4.08 (0.129) R2dC : 0.378 R2C : 0.69
β3 : 3.58 (0.16) R2dE : 0.192 R2E : 0.491
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.581 (0.0873) R2dN8 : 0.0144 R2N8 : -0.00958
σ : 0.756
deviance : 263.72
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C
peak time of C : 7.97
E
wheather : temperature
threshold : 14.44
memory length : 208
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 1.5
open length of G : 14

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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
250.08 0.743 10.3 -1.63 4.09 3.52 2.67 -2.01 -0.614 8.06 14.23 214 1.41 14
253.83 0.742 10.3 -1.45 4.03 3.58 1.87 -- -0.568 7.97 13.93 209 1.47 14.1
264.28 0.757 10.3 -1.44 4.09 3.54 -- -0.319 -0.623 7.99 14.34 208 1.48 14.1
263.72 0.756 10.3 -1.4 4.08 3.58 -- -- -0.581 7.97 14.44 208 1.5 14
403.51 0.936 10.2 -1.38 -- 6.65 -- -1.5 -0.333 -- 0.1898 259 0.23 13.9
373.42 0.906 10.2 -0.985 5.92 -- 2.12 -- -0.245 9.05 -- -- -- --
389.03 0.924 10.2 -0.911 5.91 -- -- -- -0.243 9.06 -- -- -- --
342.75 0.862 10.5 -1.47 -- 6.26 -- -- -0.704 -- 3.098 329 0.00127 12.8
311.64 0.822 10.3 -- 3.87 3.44 -- -- -0.384 8 11.41 221 1.5 13.8
2400.81 2.29 10.3 -0.922 -- -- -- -- -0.209 -- -- -- -- --
410.9 0.948 10.1 -- 5.91 -- -- -- -0.142 9.07 -- -- -- --
385 0.914 10.4 -- -- 5.81 -- -- -0.384 -- -15.41 315 0.0167 13.7
2423.24 2.3 10.3 -- -- -- -- -- -0.106 -- -- -- -- --

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
1 253.54 temperature 15 270 > th dose dependent rect. 1 14
8 257.59 temperature 20 10 > th dose dependent rect. 3 15
77 272.02 temperature 15 270 > th dose dependent rect. 8 8
122 276.64 temperature 20 30 > th dose dependent rect. 10 8
137 278.23 humidity 80 270 < th dose independent rect. 10 5
148 279.18 temperature 20 270 > th dose dependent sin 4 NA
169 280.67 temperature 20 90 > th dose dependent sin 1 NA
185 281.80 humidity 80 10 < th dose independent rect. 12 6
187 281.95 temperature 25 270 > th dose independent rect. 10 5
245 284.68 humidity 90 270 < th dose dependent rect. 10 5
280 285.96 temperature 30 270 < th dose dependent rect. 3 8
284 286.18 humidity 90 10 < th dose dependent rect. 12 6
319 287.42 radiation 10 270 > th dose independent rect. 10 5
356 288.74 temperature 30 10 < th dose dependent rect. 7 14
378 289.49 temperature 25 270 > th dose independent rect. 1 14
478 291.78 temperature 30 90 < th dose dependent rect. 5 16
480 291.85 radiation 10 90 < th dose dependent sin 19 NA
524 292.64 temperature 30 270 < th dose dependent sin 4 NA
554 293.35 radiation 10 10 < th dose dependent sin 16 NA
613 294.66 humidity 60 10 > th dose dependent rect. 7 14
637 295.10 temperature 25 10 > th dose dependent rect. 10 23
668 295.80 humidity 80 1440 > th dose independent rect. 11 3
734 297.32 atmosphere 1010 270 < th dose independent rect. 10 5
737 297.38 humidity 80 1440 < th dose independent rect. 11 3
764 297.87 radiation 1 30 > th dose independent rect. 12 7
787 298.07 temperature 30 90 < th dose dependent sin 0 NA
799 298.19 temperature 25 10 > th dose dependent rect. 10 21
815 298.40 radiation 40 1440 < th dose dependent rect. 18 4
820 298.46 humidity 90 10 < th dose dependent rect. 12 17
853 298.95 radiation 1 30 > th dose independent sin 19 NA
886 299.47 temperature 25 10 > th dose dependent rect. 8 23
921 299.95 humidity 50 270 > th dose independent rect. 15 19
970 300.45 humidity 50 270 > th dose dependent rect. 5 14
990 300.64 radiation 1 30 < th dose independent sin 19 NA