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Os04g0668800

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

Description : Putative thiol-disulphide oxidoreductase DCC family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11 (0.0415) R2 : 0.821
β1 : -3.08 (0.158) R2dD : 0.175 R2D : 0.0875
β2 : 3.57 (0.101) R2dC : 0.498 R2C : 0.489
β3 : -2.97 (0.224) R2dE : 0.0929 R2E : -0.0175
β4 : 2.43 (0.413) R2dD*C : 0.0141 R2D*C : -0.0122
β5 : -4.29 (0.686) R2dD*E : 0.0216 R2D*E : 0.00419
γ1 : -1.62 (0.0901) R2dN8 : 0.184 R2N8 : 0.0355
σ : 0.766
deviance : 266.06
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C
peak time of C : 9.1
E
wheather : humidity
threshold : 70.97
memory length : 1349
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 11.2
open length of G : 2.04

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
266.06 0.766 11 -3.08 3.57 -2.97 2.43 -4.29 -1.62 9.1 70.97 1349 11.2 2.04
287.69 0.79 11 -3.17 3.56 -2.48 3.08 -- -1.63 9.08 69.97 1299 11.4 2.2
285.84 0.787 11 -3.09 3.57 -3.05 -- -4.87 -1.62 9.1 71.01 1312 11.3 1.88
313.47 0.825 11 -3.2 3.53 -2.31 -- -- -1.64 9.14 70 1332 11.2 2.38
648.25 1.19 11.3 -2.95 -- -2.86 -- -4.53 -1.27 -- 17.14 2338 12.6 0.753
369.34 0.901 11 -2.99 3.68 -- 2.59 -- -1.39 9.15 -- -- -- --
392.84 0.928 11 -2.9 3.68 -- -- -- -1.38 9.12 -- -- -- --
394.14 0.925 11.3 -3.05 -- -3.82 -- -- -1.66 -- -94.99 2145 13.6 3.82
533.43 1.08 10.9 -- 3.5 -1.89 -- -- -1.3 8.86 64.55 2454 12.9 7.07
1173.79 1.6 11.1 -2.91 -- -- -- -- -1.36 -- -- -- -- --
614.55 1.16 10.9 -- 3.68 -- -- -- -1.06 9.18 -- -- -- --
565.09 1.11 10.9 -- -- -4.46 -- -- -0.959 -- -55.04 2086 12.4 6.95
1397.13 1.74 11 -- -- -- -- -- -1.04 -- -- -- -- --

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
1 279.98 humidity 80 1440 < th dose independent rect. 6 9
4 281.26 humidity 80 1440 > th dose independent rect. 6 10
24 283.68 humidity 80 1440 < th dose independent sin 1 NA
33 284.35 humidity 80 1440 > th dose independent sin 1 NA
72 287.59 humidity 70 1440 > th dose dependent rect. 11 2
86 288.35 humidity 70 1440 > th dose dependent rect. 10 4
111 289.84 humidity 70 1440 > th dose dependent rect. 9 6
149 291.58 humidity 80 1440 < th dose independent rect. 10 4
156 291.76 humidity 70 720 > th dose dependent rect. 7 19
162 291.94 humidity 70 720 > th dose dependent sin 19 NA
166 292.00 humidity 90 720 > th dose dependent rect. 19 3
172 292.20 humidity 70 720 > th dose dependent rect. 7 16
173 292.26 humidity 70 720 > th dose dependent rect. 9 17
207 293.37 humidity 70 1440 > th dose dependent sin 0 NA
239 294.23 humidity 70 1440 > th dose dependent rect. 5 14
275 294.85 humidity 60 720 > th dose dependent rect. 14 13
294 295.23 wind 3 14400 < th dose dependent rect. 2 4
312 295.51 humidity 90 720 > th dose dependent rect. 20 1
336 295.75 wind 3 14400 < th dose dependent rect. 23 6
376 296.28 humidity 90 1440 < th dose dependent rect. 23 18
453 296.98 humidity 90 1440 < th dose dependent sin 3 NA
461 297.03 wind 1 14400 > th dose independent rect. 3 3
549 297.62 humidity 80 1440 > th dose independent rect. 11 1
562 297.68 humidity 70 720 > th dose dependent rect. 17 2
650 298.12 humidity 70 720 > th dose dependent rect. 15 6
690 298.30 wind 1 14400 > th dose independent rect. 1 5
783 298.70 humidity 60 720 > th dose dependent rect. 14 20
796 298.75 humidity 90 1440 < th dose dependent rect. 13 23
797 298.76 humidity 90 1440 < th dose dependent no NA NA
808 298.80 humidity 90 1440 < th dose dependent rect. 5 23
817 298.83 humidity 90 1440 < th dose dependent rect. 2 23
851 299.02 wind 1 14400 < th dose independent rect. 3 3
868 299.11 humidity 90 1440 < th dose dependent rect. 9 23
897 299.21 humidity 80 1440 < th dose independent no NA NA
925 299.32 wind 1 14400 < th dose independent rect. 1 5
956 299.43 humidity 80 1440 < th dose independent rect. 16 23
980 299.52 humidity 90 1440 < th dose dependent rect. 11 23
984 299.55 humidity 80 720 > th dose independent rect. 10 16