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Os03g0857600

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

Description : Protein of unknown function DUF303, acetylesterase putative domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.85 (0.0627) R2 : 0.594
β1 : -3.71 (0.229) R2dD : 0.242 R2D : 0.116
β2 : 4.41 (0.239) R2dC : 0.796 R2C : -0.665
β3 : 5.83 (0.275) R2dE : 1.05 R2E : -0.522
β4 : 3.81 (0.572) R2dD*C : 0.0346 R2D*C : -0.000943
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.12 (0.134) R2dN8 : 0.0769 R2N8 : -0.0432
σ : 1.16
deviance : 615.35
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_____
C
peak time of C : 22.7
E
wheather : temperature
threshold : 11.02
memory length : 303
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 0.6
open length of G : 10

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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
606.73 1.16 9.84 -3.28 4.84 6.1 5.89 4.06 -0.967 22.5 9.386 299 0.7 10
615.35 1.16 9.85 -3.71 4.41 5.83 3.81 -- -1.12 22.7 11.02 303 0.6 10
651.99 1.19 9.93 -3.85 5.67 6.74 -- -2.36 -1.13 22 3.405 321 0.306 10.4
665.81 1.2 9.87 -3.7 4.34 5.7 -- -- -1.06 22.6 10.29 303 0.567 10
933.16 1.43 9.76 -3.15 -- 3.9 -- 3.16 -1.08 -- 21.15 124 1.33 8.3
819.51 1.34 9.62 -3.23 2.73 -- 2.78 -- -0.62 4.09 -- -- -- --
840.21 1.36 9.63 -3.26 2.76 -- -- -- -0.636 4.29 -- -- -- --
855.51 1.36 9.69 -3.4 -- 3.03 -- -- -0.993 -- 18.92 220 0.0166 8.7
1018.77 1.49 9.75 -- 4.25 5.22 -- -- -0.56 23 6.073 334 1.17 9.18
1250.9 1.65 9.64 -3.15 -- -- -- -- -0.562 -- -- -- -- --
1121.12 1.57 9.55 -- 2.7 -- -- -- -0.272 4.31 -- -- -- --
1175.42 1.6 9.7 -- -- 2.91 -- -- -0.755 -- 19.31 211 0.0127 8.52
1513.44 1.82 9.56 -- -- -- -- -- -0.212 -- -- -- -- --

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
1 615.05 temperature 10 270 > th dose dependent rect. 1 10
2 620.35 radiation 1 43200 < th dose dependent rect. 19 5
6 627.03 temperature 15 270 > th dose dependent rect. 17 16
7 627.23 temperature 20 10 > th dose dependent sin 7 NA
8 627.23 temperature 15 270 > th dose dependent rect. 16 19
11 630.41 temperature 10 270 > th dose dependent rect. 15 21
61 644.50 temperature 20 720 > th dose dependent sin 10 NA
64 645.36 temperature 15 720 > th dose dependent rect. 17 12
105 650.16 temperature 20 270 > th dose independent rect. 1 10
152 654.79 temperature 20 720 > th dose dependent rect. 21 8
172 656.60 temperature 30 720 < th dose dependent rect. 18 14
189 658.40 temperature 20 270 > th dose independent rect. 16 17
204 659.54 wind 5 43200 < th dose independent rect. 20 1
211 659.86 temperature 20 270 > th dose independent rect. 15 20
212 659.92 wind 5 43200 > th dose independent rect. 20 1
231 661.16 temperature 30 10 < th dose dependent sin 7 NA
232 661.20 temperature 15 1440 > th dose dependent rect. 18 1
234 661.28 temperature 25 4320 > th dose independent rect. 6 2
245 661.61 wind 9 43200 > th dose dependent rect. 20 10
247 661.66 temperature 30 1440 < th dose dependent rect. 18 1
256 661.90 temperature 25 4320 < th dose independent rect. 6 2
259 661.98 temperature 30 90 < th dose dependent rect. 23 12
272 662.72 temperature 20 1440 > th dose dependent rect. 16 4
290 663.13 wind 5 43200 > th dose dependent rect. 20 1
293 663.24 temperature 20 1440 > th dose dependent rect. 2 20
308 663.48 temperature 20 1440 > th dose dependent rect. 12 21
359 664.11 temperature 25 4320 > th dose dependent rect. 9 1
367 664.17 temperature 20 1440 > th dose dependent rect. 14 23
381 664.29 temperature 20 1440 > th dose dependent no NA NA
398 664.43 temperature 20 1440 > th dose dependent rect. 6 23
404 664.49 temperature 20 1440 > th dose dependent rect. 8 23
433 664.73 temperature 20 1440 > th dose dependent rect. 18 23
447 664.90 temperature 20 1440 > th dose dependent sin 18 NA
470 665.06 temperature 30 1440 < th dose dependent rect. 16 4
475 665.13 temperature 25 4320 > th dose dependent rect. 5 5
477 665.16 temperature 30 14400 > th dose independent rect. 14 1
479 665.17 temperature 30 720 < th dose dependent sin 11 NA
503 665.35 wind 9 43200 < th dose independent rect. 19 2
531 665.61 temperature 20 1440 > th dose dependent rect. 12 11
569 665.95 temperature 30 14400 < th dose independent rect. 14 1
598 666.13 wind 9 43200 > th dose dependent rect. 19 3
635 666.51 temperature 20 1440 > th dose dependent sin 3 NA
661 666.77 temperature 30 14400 < th dose independent rect. 14 3
675 666.89 temperature 30 14400 > th dose independent rect. 14 3
722 667.33 temperature 30 14400 > th dose independent rect. 12 3
766 667.65 temperature 30 14400 < th dose independent rect. 12 5
767 667.65 temperature 25 14400 < th dose independent rect. 18 6
769 667.67 temperature 25 14400 < th dose independent rect. 21 1
770 667.67 temperature 20 14400 > th dose dependent rect. 21 1
778 667.72 temperature 30 14400 < th dose independent rect. 14 19
796 667.81 temperature 30 14400 < th dose independent rect. 14 17
808 667.85 temperature 30 14400 < th dose independent rect. 14 15
814 667.88 temperature 30 14400 < th dose independent rect. 14 13
835 667.98 temperature 30 14400 > th dose independent rect. 14 19
858 668.10 temperature 25 14400 > th dose independent rect. 21 1
882 668.14 temperature 25 14400 > th dose independent rect. 18 6