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Os02g0728100

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

Description : Peptidase S49, protease IV family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.7 (0.024) R2 : 0.539
β1 : -0.928 (0.0879) R2dD : 0.117 R2D : -0.0659
β2 : 0.793 (0.0571) R2dC : 0.195 R2C : 0.0975
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.877 (0.0513) R2dN8 : 0.397 R2N8 : 0.231
σ : 0.452
deviance : 92.96
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C
peak time of C : 23.1
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

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 = 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
72.99 0.401 11.7 -0.883 0.904 1.4 -0.319 1.79 -0.741 22.8 22.99 602 -- --
76.71 0.408 11.7 -0.641 0.924 1.2 -0.631 -- -0.689 22.7 23.09 646 -- --
73.35 0.399 11.7 -0.89 0.913 1.42 -- 1.97 -0.744 22.9 22.95 625 -- --
78.05 0.411 11.7 -0.646 0.903 1.1 -- -- -0.709 22.9 23.2 642 -- --
114.06 0.5 11.7 -0.767 -- 1.23 -- 0.761 -0.742 -- 22.95 625 -- --
91.84 0.449 11.7 -0.948 0.791 -- -0.523 -- -0.878 23 -- -- -- --
92.96 0.452 11.7 -0.928 0.793 -- -- -- -0.877 23.1 -- -- -- --
114.61 0.501 11.6 -0.685 -- 1.12 -- -- -0.722 -- 23.2 642 -- --
85.96 0.432 11.7 -- 0.921 1.38 -- -- -0.611 23 22.3 2137 -- --
132.19 0.537 11.7 -0.909 -- -- -- -- -0.871 -- -- -- -- --
115.67 0.503 11.7 -- 0.784 -- -- -- -0.774 23.1 -- -- -- --
125.31 0.521 11.6 -- -- 1.29 -- -- -0.582 -- 21.8 3112 -- --
154 0.579 11.7 -- -- -- -- -- -0.77 -- -- -- -- --

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 64.08 wind 3.0 14400 < th dose dependent rect. 23 3
5 64.70 wind 3.0 14400 < th dose dependent rect. 22 8
9 65.03 wind 1.0 14400 > th dose dependent rect. 1 1
20 65.41 wind 1.0 14400 > th dose dependent rect. 23 3
65 66.38 wind 1.0 14400 > th dose dependent rect. 22 6
67 66.40 wind 1.0 14400 > th dose dependent rect. 22 8
80 66.62 wind 3.0 14400 < th dose dependent rect. 4 2
113 67.08 wind 1.0 14400 > th dose independent rect. 4 3
124 67.23 wind 3.0 14400 < th dose independent rect. 23 3
172 67.76 humidity 70.0 1440 > th dose dependent rect. 11 1
173 67.78 wind 1.0 14400 > th dose independent rect. 21 10
175 67.81 wind 3.0 14400 > th dose independent rect. 24 2
181 67.90 wind 1.0 14400 < th dose independent rect. 4 3
189 67.95 wind 3.0 14400 < th dose dependent sin 9 NA
240 68.46 wind 3.0 14400 < th dose independent rect. 21 10
255 68.56 wind 1.0 14400 > th dose independent rect. 1 6
266 68.64 humidity 80.0 1440 < th dose independent rect. 11 1
319 68.90 wind 3.0 14400 > th dose independent rect. 22 6
364 69.16 humidity 80.0 1440 > th dose independent rect. 11 1
369 69.17 wind 1.0 14400 > th dose dependent rect. 5 1
473 69.68 wind 1.0 14400 > th dose independent sin 9 NA
534 69.91 wind 1.0 14400 > th dose dependent sin 9 NA
606 70.16 humidity 80.0 1440 < th dose independent rect. 9 3
617 70.20 wind 3.0 14400 < th dose independent sin 9 NA
627 70.24 precipitation 0.1 14400 > th dose independent rect. 5 12
635 70.27 precipitation 0.1 14400 < th dose independent rect. 5 12
637 70.27 precipitation 0.1 14400 < th dose dependent rect. 5 12
648 70.31 precipitation 0.1 14400 > th dose independent rect. 17 1
664 70.36 wind 1.0 43200 < th dose dependent rect. 12 1
746 70.66 humidity 80.0 14400 > th dose dependent rect. 13 1
768 70.71 wind 1.0 14400 > th dose dependent rect. 4 5
798 70.80 precipitation 0.1 14400 > th dose dependent rect. 5 12
838 70.94 humidity 80.0 1440 > th dose independent rect. 9 3
844 70.97 humidity 90.0 4320 > th dose dependent rect. 7 3
869 71.05 precipitation 0.1 14400 < th dose independent rect. 17 1
871 71.05 precipitation 0.1 14400 < th dose dependent rect. 17 1
894 71.13 precipitation 0.1 14400 > th dose independent rect. 14 2
896 71.13 precipitation 0.1 14400 > th dose dependent rect. 14 2
938 71.24 precipitation 0.1 14400 > th dose dependent rect. 17 1
965 71.34 precipitation 0.1 14400 < th dose independent rect. 14 2
966 71.34 precipitation 0.1 14400 < th dose dependent rect. 14 2
971 71.36 humidity 80.0 14400 > th dose independent rect. 13 1
990 71.40 precipitation 0.1 14400 > th dose dependent rect. 7 9