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Os02g0687900

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

Description : Peptidase S10, serine carboxypeptidase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.5 (0.0515) R2 : 0.695
β1 : -4.6 (0.19) R2dD : 0.418 R2D : 0.243
β2 : 2.32 (0.132) R2dC : 0.21 R2C : 0.149
β3 : -2.69 (0.156) R2dE : 0.211 R2E : 0.0412
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.27 (0.112) R2dN8 : 0.121 R2N8 : -0.0376
σ : 0.958
deviance : 422.76
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C
peak time of C : 7.61
E
wheather : humidity
threshold : 71.04
memory length : 1237
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = > th, dose dependency = dose independent, type of G = no)

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
409.7 0.951 8.46 -4.4 2.33 -2.61 1.84 -1.58 -1.19 7.64 71 1233 -- --
414.62 0.948 8.5 -4.64 2.33 -2.7 1.71 -- -1.27 7.62 71 1232 -- --
419.04 0.953 8.47 -4.38 2.32 -2.6 -- -1.36 -1.2 7.6 71.23 1238 -- --
422.76 0.958 8.5 -4.6 2.32 -2.69 -- -- -1.27 7.61 71.04 1237 -- --
680.77 1.22 8.53 -4.3 -- -2.56 -- -1.48 -1.18 -- 71 1337 -- --
667.41 1.21 8.41 -4.08 2.29 -- 1.67 -- -0.875 6.6 -- -- -- --
674.39 1.22 8.42 -4.05 2.3 -- -- -- -0.88 6.61 -- -- -- --
684.94 1.22 8.55 -4.55 -- -2.64 -- -- -1.24 -- 71.06 1327 -- --
903.46 1.4 8.37 -- 2.28 -3.17 -- -- -0.634 6.99 65.41 8368 -- --
950.1 1.44 8.46 -4 -- -- -- -- -0.833 -- -- -- -- --
1107.63 1.56 8.31 -- 2.25 -- -- -- -0.428 6.71 -- -- -- --
979.09 1.46 8.42 -- -- -4.28 -- -- -0.558 -- 65 28751 -- --
1371.98 1.73 8.36 -- -- -- -- -- -0.39 -- -- -- -- --

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
1 417.90 humidity 80 1440 < th dose dependent rect. 15 21
2 418.81 humidity 50 1440 > th dose dependent rect. 7 14
8 419.66 humidity 90 1440 < th dose dependent rect. 6 15
54 422.30 humidity 50 1440 > th dose dependent sin 22 NA
129 424.61 humidity 90 1440 < th dose dependent sin 22 NA
152 425.08 humidity 80 1440 < th dose dependent rect. 10 23
197 425.59 humidity 80 1440 < th dose dependent no NA NA
204 425.92 humidity 80 1440 < th dose dependent rect. 15 4
213 426.29 humidity 80 1440 < th dose dependent sin 18 NA
382 430.60 humidity 70 1440 > th dose independent rect. 17 20
486 432.67 humidity 70 1440 > th dose independent sin 11 NA
492 432.83 humidity 50 1440 > th dose dependent rect. 15 4
570 435.04 humidity 70 1440 < th dose independent sin 11 NA
573 435.16 humidity 70 1440 < th dose independent rect. 15 21
682 437.78 humidity 70 1440 > th dose independent rect. 9 18
685 437.81 humidity 70 1440 > th dose independent rect. 9 16
686 437.82 humidity 70 1440 > th dose independent rect. 9 22
692 437.85 humidity 70 1440 > th dose independent rect. 9 12
731 438.64 humidity 70 1440 > th dose independent rect. 11 23
760 439.14 humidity 70 1440 > th dose independent rect. 2 23
762 439.15 humidity 70 1440 > th dose independent rect. 23 21
769 439.17 humidity 70 1440 > th dose independent no NA NA
785 439.19 humidity 70 1440 > th dose independent rect. 2 18
829 439.52 humidity 80 1440 < th dose independent rect. 7 14
831 439.56 humidity 70 1440 > th dose independent sin 16 NA
874 440.60 humidity 50 1440 > th dose dependent no NA NA
925 442.03 humidity 70 1440 < th dose independent rect. 15 16
928 442.07 humidity 70 1440 < th dose independent rect. 15 5
963 442.70 humidity 50 1440 > th dose dependent rect. 15 23
972 443.02 humidity 50 1440 > th dose dependent rect. 13 23
975 443.13 humidity 80 1440 < th dose independent rect. 7 8
996 444.09 radiation 20 1440 > th dose dependent rect. 16 16
997 444.17 humidity 70 1440 > th dose independent rect. 15 14
998 444.17 humidity 70 1440 > th dose independent rect. 15 16
999 444.19 humidity 70 1440 > th dose independent rect. 15 12