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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os12g0438900

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

Description : Microsomal signal peptidase 12 kDa subunit family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.2 (0.0185) R2 : 0.261
β1 : 0.858 (0.0678) R2dD : 0.269 R2D : 0.255
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0612 (0.0395) R2dN8 : 0.0052 R2N8 : -0.0085
σ : 0.347
deviance : 55.3
__
_____
C
peak time of C : --
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
36.58 0.284 10.2 0.918 0.171 1.07 -0.741 1.18 0.181 5.34 24.2 208 -- --
38.02 0.287 10.2 1.06 0.186 0.936 -0.423 -- 0.221 5.65 24.4 167 -- --
37.42 0.285 10.2 0.959 0.182 1.05 -- 0.862 0.191 6.4 24.2 165 -- --
38.45 0.289 10.2 1.07 0.194 0.941 -- -- 0.22 6.29 24.38 159 -- --
39.05 0.291 10.2 0.983 -- 1.08 -- 0.828 0.212 -- 24.4 174 -- --
50.85 0.334 10.2 0.846 0.274 -- -0.474 -- 0.0518 4.89 -- -- -- --
51.43 0.336 10.2 0.847 0.27 -- -- -- 0.0541 4.74 -- -- -- --
39.77 0.294 10.2 1.09 -- 0.964 -- -- 0.26 -- 25.65 172 -- --
66.12 0.381 10.2 -- 0.248 0.517 -- -- 0.0332 5.8 24.2 58 -- --
55.3 0.347 10.2 0.858 -- -- -- -- 0.0612 -- -- -- -- --
70.35 0.392 10.3 -- 0.286 -- -- -- -0.0403 4.66 -- -- -- --
68.52 0.386 10.2 -- -- 0.58 -- -- 0.0695 -- 25.8 155 -- --
74.7 0.403 10.3 -- -- -- -- -- -0.034 -- -- -- -- --

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 35.00 temperature 20.0 720 > th dose dependent rect. 17 8
3 35.19 temperature 30.0 720 < th dose dependent rect. 19 4
4 35.24 temperature 10.0 720 > th dose dependent rect. 17 8
14 35.66 temperature 25.0 90 < th dose dependent sin 6 NA
30 36.10 temperature 25.0 270 < th dose dependent sin 9 NA
45 36.44 temperature 15.0 270 > th dose dependent sin 10 NA
58 36.63 temperature 25.0 90 < th dose dependent rect. 23 23
69 36.81 temperature 25.0 270 < th dose dependent rect. 10 22
88 37.05 temperature 25.0 270 < th dose dependent rect. 21 11
108 37.19 temperature 25.0 270 < th dose dependent rect. 17 16
111 37.24 temperature 25.0 720 > th dose independent rect. 16 8
115 37.25 temperature 25.0 90 < th dose dependent rect. 23 14
128 37.32 temperature 30.0 270 < th dose dependent rect. 19 12
144 37.36 temperature 25.0 270 < th dose dependent rect. 21 23
155 37.42 temperature 25.0 90 < th dose dependent rect. 23 20
156 37.42 temperature 25.0 270 < th dose dependent rect. 16 21
203 37.53 temperature 25.0 720 < th dose independent rect. 17 6
209 37.55 temperature 25.0 90 < th dose dependent rect. 23 18
229 37.63 temperature 25.0 270 < th dose dependent no NA NA
244 37.68 temperature 20.0 720 > th dose dependent sin 14 NA
263 37.71 temperature 25.0 30 < th dose dependent rect. 5 23
280 37.75 temperature 25.0 720 > th dose dependent rect. 21 3
290 37.78 temperature 30.0 720 < th dose dependent sin 15 NA
345 37.96 precipitation 0.1 14400 > th dose dependent rect. 17 1
368 38.01 temperature 25.0 10 < th dose dependent rect. 1 23
434 38.20 temperature 25.0 30 < th dose dependent rect. 3 23
493 38.34 temperature 20.0 270 > th dose independent rect. 6 23
497 38.34 temperature 25.0 30 < th dose dependent rect. 7 23
520 38.39 precipitation 0.1 14400 > th dose independent rect. 17 1
629 38.65 precipitation 0.1 14400 < th dose independent rect. 17 1
632 38.65 precipitation 0.1 14400 < th dose dependent rect. 17 1
644 38.66 temperature 25.0 10 < th dose dependent rect. 24 12
675 38.73 temperature 10.0 720 > th dose dependent sin 14 NA
679 38.74 temperature 25.0 720 > th dose independent sin 15 NA
709 38.83 precipitation 0.1 4320 > th dose dependent rect. 13 5
711 38.84 temperature 25.0 720 < th dose independent sin 15 NA
789 39.04 temperature 25.0 720 > th dose independent rect. 17 2
806 39.07 temperature 25.0 720 < th dose dependent rect. 10 15
889 39.26 atmosphere 995.0 14400 > th dose independent rect. 7 11
898 39.28 temperature 20.0 270 > th dose independent rect. 14 23
899 39.28 temperature 20.0 270 < th dose independent rect. 23 23
913 39.30 temperature 20.0 270 < th dose independent rect. 9 22
918 39.31 atmosphere 995.0 14400 > th dose independent rect. 7 14
941 39.36 wind 9.0 14400 > th dose dependent rect. 17 4
978 39.44 wind 7.0 43200 > th dose independent rect. 17 4
979 39.44 wind 7.0 43200 > th dose dependent rect. 17 2
985 39.45 atmosphere 995.0 14400 < th dose dependent rect. 14 5