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Os11g0242600

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

Description : Protein of unknown function DUF579, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.4 (0.0446) R2 : 0.465
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.29 (0.116) R2dC : 0.147 R2C : 0.13
β3 : 1.68 (0.132) R2dE : 0.192 R2E : 0.184
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.838 (0.094) R2dN8 : 0.12 R2N8 : 0.121
σ : 0.836
deviance : 321.81
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C
peak time of C : 18.7
E
wheather : humidity
threshold : 67.43
memory length : 1206
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
301.37 0.816 10.3 -0.34 1.3 1.6 0.315 2.41 -0.914 18.6 68 1200 -- --
312.41 0.823 10.4 -0.599 1.29 1.75 0.424 -- -0.922 18.6 67.54 1206 -- --
301.57 0.809 10.3 -0.343 1.3 1.6 -- 2.42 -0.914 18.6 68 1203 -- --
312.83 0.824 10.4 -0.594 1.29 1.76 -- -- -0.908 18.6 67.72 1206 -- --
356.79 0.88 10.4 -0.329 -- 2.11 -- 3.21 -0.976 -- 70 727 -- --
422.12 0.963 10.4 -0.239 1.37 -- 0.72 -- -0.977 19.9 -- -- -- --
423.63 0.964 10.4 -0.258 1.37 -- -- -- -0.975 19.9 -- -- -- --
370.63 0.897 10.4 -0.539 -- 2.18 -- -- -1.08 -- 70 710 -- --
321.81 0.836 10.4 -- 1.29 1.68 -- -- -0.838 18.7 67.43 1206 -- --
525.27 1.07 10.4 -0.274 -- -- -- -- -0.994 -- -- -- -- --
425.38 0.965 10.4 -- 1.37 -- -- -- -0.947 19.8 -- -- -- --
377.88 0.905 10.3 -- -- 2.46 -- -- -0.977 -- 69 2015 -- --
527.24 1.07 10.4 -- -- -- -- -- -0.964 -- -- -- -- --

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
1 299.98 humidity 50.0 1440 < th dose dependent rect. 16 1
2 300.30 humidity 50.0 1440 < th dose independent rect. 16 1
3 305.86 humidity 50.0 1440 < th dose independent rect. 15 3
21 306.70 humidity 50.0 1440 > th dose independent rect. 15 13
24 306.74 humidity 50.0 1440 > th dose independent rect. 15 10
25 306.83 humidity 50.0 1440 > th dose independent rect. 15 3
40 308.19 humidity 50.0 1440 < th dose independent sin 12 NA
42 308.48 humidity 60.0 1440 < th dose dependent rect. 15 4
57 308.73 humidity 50.0 1440 > th dose independent sin 12 NA
60 310.36 radiation 1.0 1440 > th dose dependent rect. 17 15
62 310.70 radiation 30.0 1440 < th dose dependent rect. 17 15
84 311.39 humidity 60.0 1440 < th dose dependent sin 12 NA
119 312.50 radiation 30.0 1440 < th dose dependent rect. 22 10
134 313.12 humidity 80.0 1440 < th dose dependent rect. 15 19
150 313.30 radiation 1.0 1440 > th dose dependent rect. 5 3
155 313.35 radiation 30.0 1440 < th dose dependent rect. 2 6
167 313.53 radiation 30.0 1440 < th dose dependent rect. 5 3
173 313.65 humidity 80.0 720 < th dose dependent rect. 17 16
188 314.22 wind 7.0 43200 > th dose dependent rect. 12 1
189 314.44 radiation 20.0 1440 > th dose dependent rect. 6 2
205 314.53 radiation 20.0 1440 > th dose independent rect. 6 2
292 315.55 radiation 20.0 1440 < th dose independent rect. 16 16
313 315.69 radiation 20.0 1440 < th dose independent rect. 22 10
352 316.48 radiation 20.0 1440 < th dose independent rect. 6 2
357 316.54 temperature 30.0 720 > th dose dependent rect. 18 1
373 316.61 radiation 20.0 1440 < th dose independent rect. 2 6
470 317.71 wind 3.0 43200 > th dose independent rect. 1 3
478 317.95 wind 3.0 43200 < th dose independent rect. 1 3
574 318.86 wind 3.0 43200 > th dose independent rect. 1 6
719 319.90 radiation 30.0 1440 > th dose dependent rect. 13 20
739 320.19 wind 9.0 43200 < th dose independent rect. 10 4
807 320.96 radiation 30.0 1440 > th dose dependent rect. 13 2
837 321.18 humidity 80.0 1440 < th dose independent rect. 7 1
866 321.30 radiation 30.0 1440 > th dose dependent rect. 13 4
887 321.34 humidity 70.0 14400 > th dose independent rect. 11 1
891 321.37 precipitation 0.1 90 < th dose independent rect. 3 18
892 321.37 precipitation 0.1 90 < th dose dependent rect. 3 18
901 321.48 temperature 30.0 720 > th dose independent rect. 18 1
937 321.65 radiation 1.0 270 < th dose dependent rect. 5 21
949 321.75 humidity 80.0 1440 < th dose independent rect. 6 4
954 321.88 humidity 80.0 1440 > th dose independent rect. 6 2
958 321.96 humidity 50.0 1440 > th dose independent rect. 15 23
989 322.17 radiation 30.0 1440 < th dose dependent sin 11 NA
990 322.17 temperature 30.0 1440 > th dose dependent rect. 16 3